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Simulate long datasets with revisions

Usage

simulate_long(
  n_period = 50,
  n_revision = 10,
  start_period = as.Date("2012-01-01"),
  periodicity = 12L
)

Arguments

n_period

Integer. Number of different time-period (length of the simulated series).

n_revision

Integer. Number of different revision dates.

start_period

Date. Start of the series.

periodicity

Integer. Periodicity of the time period (12, 4 or 1 for resp. monthly, quarterly or annual data).

Value

A dataset in the long format. See create_vintages for more information about the different data formats.

Examples


simulate_long(n_period = 100L, n_revision = 10L)
#>        rev_date time_period   obs_values
#> 1    2012-09-15  2012-01-01   7.05530228
#> 2    2012-09-15  2012-02-01   9.04483545
#> 3    2012-09-15  2012-03-01  17.85005604
#> 4    2012-09-15  2012-04-01  15.53401186
#> 5    2012-09-15  2012-05-01  17.04631554
#> 6    2012-09-15  2012-06-01  14.16024540
#> 7    2012-09-15  2012-07-01  11.67410485
#> 8    2012-09-15  2012-08-01  15.45685874
#> 9    2012-09-15  2012-09-01  15.99916124
#> 10   2012-09-15  2012-10-01           NA
#> 11   2012-09-15  2012-11-01           NA
#> 12   2012-09-15  2012-12-01           NA
#> 13   2012-09-15  2013-01-01           NA
#> 14   2012-09-15  2013-02-01           NA
#> 15   2012-09-15  2013-03-01           NA
#> 16   2012-09-15  2013-04-01           NA
#> 17   2012-09-15  2013-05-01           NA
#> 18   2012-09-15  2013-06-01           NA
#> 19   2012-09-15  2013-07-01           NA
#> 20   2012-09-15  2013-08-01           NA
#> 21   2012-09-15  2013-09-01           NA
#> 22   2012-09-15  2013-10-01           NA
#> 23   2012-09-15  2013-11-01           NA
#> 24   2012-09-15  2013-12-01           NA
#> 25   2012-09-15  2014-01-01           NA
#> 26   2012-09-15  2014-02-01           NA
#> 27   2012-09-15  2014-03-01           NA
#> 28   2012-09-15  2014-04-01           NA
#> 29   2012-09-15  2014-05-01           NA
#> 30   2012-09-15  2014-06-01           NA
#> 31   2012-09-15  2014-07-01           NA
#> 32   2012-09-15  2014-08-01           NA
#> 33   2012-09-15  2014-09-01           NA
#> 34   2012-09-15  2014-10-01           NA
#> 35   2012-09-15  2014-11-01           NA
#> 36   2012-09-15  2014-12-01           NA
#> 37   2012-09-15  2015-01-01           NA
#> 38   2012-09-15  2015-02-01           NA
#> 39   2012-09-15  2015-03-01           NA
#> 40   2012-09-15  2015-04-01           NA
#> 41   2012-09-15  2015-05-01           NA
#> 42   2012-09-15  2015-06-01           NA
#> 43   2012-09-15  2015-07-01           NA
#> 44   2012-09-15  2015-08-01           NA
#> 45   2012-09-15  2015-09-01           NA
#> 46   2012-09-15  2015-10-01           NA
#> 47   2012-09-15  2015-11-01           NA
#> 48   2012-09-15  2015-12-01           NA
#> 49   2012-09-15  2016-01-01           NA
#> 50   2012-09-15  2016-02-01           NA
#> 51   2012-09-15  2016-03-01           NA
#> 52   2012-09-15  2016-04-01           NA
#> 53   2012-09-15  2016-05-01           NA
#> 54   2012-09-15  2016-06-01           NA
#> 55   2012-09-15  2016-07-01           NA
#> 56   2012-09-15  2016-08-01           NA
#> 57   2012-09-15  2016-09-01           NA
#> 58   2012-09-15  2016-10-01           NA
#> 59   2012-09-15  2016-11-01           NA
#> 60   2012-09-15  2016-12-01           NA
#> 61   2012-09-15  2017-01-01           NA
#> 62   2012-09-15  2017-02-01           NA
#> 63   2012-09-15  2017-03-01           NA
#> 64   2012-09-15  2017-04-01           NA
#> 65   2012-09-15  2017-05-01           NA
#> 66   2012-09-15  2017-06-01           NA
#> 67   2012-09-15  2017-07-01           NA
#> 68   2012-09-15  2017-08-01           NA
#> 69   2012-09-15  2017-09-01           NA
#> 70   2012-09-15  2017-10-01           NA
#> 71   2012-09-15  2017-11-01           NA
#> 72   2012-09-15  2017-12-01           NA
#> 73   2012-09-15  2018-01-01           NA
#> 74   2012-09-15  2018-02-01           NA
#> 75   2012-09-15  2018-03-01           NA
#> 76   2012-09-15  2018-04-01           NA
#> 77   2012-09-15  2018-05-01           NA
#> 78   2012-09-15  2018-06-01           NA
#> 79   2012-09-15  2018-07-01           NA
#> 80   2012-09-15  2018-08-01           NA
#> 81   2012-09-15  2018-09-01           NA
#> 82   2012-09-15  2018-10-01           NA
#> 83   2012-09-15  2018-11-01           NA
#> 84   2012-09-15  2018-12-01           NA
#> 85   2012-09-15  2019-01-01           NA
#> 86   2012-09-15  2019-02-01           NA
#> 87   2012-09-15  2019-03-01           NA
#> 88   2012-09-15  2019-04-01           NA
#> 89   2012-09-15  2019-05-01           NA
#> 90   2012-09-15  2019-06-01           NA
#> 91   2012-09-15  2019-07-01           NA
#> 92   2012-09-15  2019-08-01           NA
#> 93   2012-09-15  2019-09-01           NA
#> 94   2012-09-15  2019-10-01           NA
#> 95   2012-09-15  2019-11-01           NA
#> 96   2012-09-15  2019-12-01           NA
#> 97   2012-09-15  2020-01-01           NA
#> 98   2012-09-15  2020-02-01           NA
#> 99   2012-09-15  2020-03-01           NA
#> 100  2012-09-15  2020-04-01           NA
#> 101  2012-09-18  2012-01-01   7.91192246
#> 102  2012-09-18  2012-02-01  11.00523010
#> 103  2012-09-18  2012-03-01  13.91192551
#> 104  2012-09-18  2012-04-01  17.98938741
#> 105  2012-09-18  2012-05-01  14.21549665
#> 106  2012-09-18  2012-06-01  12.72287897
#> 107  2012-09-18  2012-07-01  11.40299885
#> 108  2012-09-18  2012-08-01  15.37490995
#> 109  2012-09-18  2012-09-01  17.73937972
#> 110  2012-09-18  2012-10-01           NA
#> 111  2012-09-18  2012-11-01           NA
#> 112  2012-09-18  2012-12-01           NA
#> 113  2012-09-18  2013-01-01           NA
#> 114  2012-09-18  2013-02-01           NA
#> 115  2012-09-18  2013-03-01           NA
#> 116  2012-09-18  2013-04-01           NA
#> 117  2012-09-18  2013-05-01           NA
#> 118  2012-09-18  2013-06-01           NA
#> 119  2012-09-18  2013-07-01           NA
#> 120  2012-09-18  2013-08-01           NA
#> 121  2012-09-18  2013-09-01           NA
#> 122  2012-09-18  2013-10-01           NA
#> 123  2012-09-18  2013-11-01           NA
#> 124  2012-09-18  2013-12-01           NA
#> 125  2012-09-18  2014-01-01           NA
#> 126  2012-09-18  2014-02-01           NA
#> 127  2012-09-18  2014-03-01           NA
#> 128  2012-09-18  2014-04-01           NA
#> 129  2012-09-18  2014-05-01           NA
#> 130  2012-09-18  2014-06-01           NA
#> 131  2012-09-18  2014-07-01           NA
#> 132  2012-09-18  2014-08-01           NA
#> 133  2012-09-18  2014-09-01           NA
#> 134  2012-09-18  2014-10-01           NA
#> 135  2012-09-18  2014-11-01           NA
#> 136  2012-09-18  2014-12-01           NA
#> 137  2012-09-18  2015-01-01           NA
#> 138  2012-09-18  2015-02-01           NA
#> 139  2012-09-18  2015-03-01           NA
#> 140  2012-09-18  2015-04-01           NA
#> 141  2012-09-18  2015-05-01           NA
#> 142  2012-09-18  2015-06-01           NA
#> 143  2012-09-18  2015-07-01           NA
#> 144  2012-09-18  2015-08-01           NA
#> 145  2012-09-18  2015-09-01           NA
#> 146  2012-09-18  2015-10-01           NA
#> 147  2012-09-18  2015-11-01           NA
#> 148  2012-09-18  2015-12-01           NA
#> 149  2012-09-18  2016-01-01           NA
#> 150  2012-09-18  2016-02-01           NA
#> 151  2012-09-18  2016-03-01           NA
#> 152  2012-09-18  2016-04-01           NA
#> 153  2012-09-18  2016-05-01           NA
#> 154  2012-09-18  2016-06-01           NA
#> 155  2012-09-18  2016-07-01           NA
#> 156  2012-09-18  2016-08-01           NA
#> 157  2012-09-18  2016-09-01           NA
#> 158  2012-09-18  2016-10-01           NA
#> 159  2012-09-18  2016-11-01           NA
#> 160  2012-09-18  2016-12-01           NA
#> 161  2012-09-18  2017-01-01           NA
#> 162  2012-09-18  2017-02-01           NA
#> 163  2012-09-18  2017-03-01           NA
#> 164  2012-09-18  2017-04-01           NA
#> 165  2012-09-18  2017-05-01           NA
#> 166  2012-09-18  2017-06-01           NA
#> 167  2012-09-18  2017-07-01           NA
#> 168  2012-09-18  2017-08-01           NA
#> 169  2012-09-18  2017-09-01           NA
#> 170  2012-09-18  2017-10-01           NA
#> 171  2012-09-18  2017-11-01           NA
#> 172  2012-09-18  2017-12-01           NA
#> 173  2012-09-18  2018-01-01           NA
#> 174  2012-09-18  2018-02-01           NA
#> 175  2012-09-18  2018-03-01           NA
#> 176  2012-09-18  2018-04-01           NA
#> 177  2012-09-18  2018-05-01           NA
#> 178  2012-09-18  2018-06-01           NA
#> 179  2012-09-18  2018-07-01           NA
#> 180  2012-09-18  2018-08-01           NA
#> 181  2012-09-18  2018-09-01           NA
#> 182  2012-09-18  2018-10-01           NA
#> 183  2012-09-18  2018-11-01           NA
#> 184  2012-09-18  2018-12-01           NA
#> 185  2012-09-18  2019-01-01           NA
#> 186  2012-09-18  2019-02-01           NA
#> 187  2012-09-18  2019-03-01           NA
#> 188  2012-09-18  2019-04-01           NA
#> 189  2012-09-18  2019-05-01           NA
#> 190  2012-09-18  2019-06-01           NA
#> 191  2012-09-18  2019-07-01           NA
#> 192  2012-09-18  2019-08-01           NA
#> 193  2012-09-18  2019-09-01           NA
#> 194  2012-09-18  2019-10-01           NA
#> 195  2012-09-18  2019-11-01           NA
#> 196  2012-09-18  2019-12-01           NA
#> 197  2012-09-18  2020-01-01           NA
#> 198  2012-09-18  2020-02-01           NA
#> 199  2012-09-18  2020-03-01           NA
#> 200  2012-09-18  2020-04-01           NA
#> 201  2014-04-18  2012-01-01   8.05062465
#> 202  2014-04-18  2012-02-01  11.37828148
#> 203  2014-04-18  2012-03-01  15.26180254
#> 204  2014-04-18  2012-04-01  17.49997575
#> 205  2014-04-18  2012-05-01  15.00710391
#> 206  2014-04-18  2012-06-01  12.09788858
#> 207  2014-04-18  2012-07-01   9.80302498
#> 208  2014-04-18  2012-08-01  14.65219880
#> 209  2014-04-18  2012-09-01  17.92437013
#> 210  2014-04-18  2012-10-01  20.49718250
#> 211  2014-04-18  2012-11-01  18.48322098
#> 212  2014-04-18  2012-12-01  16.37691920
#> 213  2014-04-18  2013-01-01   9.49141648
#> 214  2014-04-18  2013-02-01  18.89594042
#> 215  2014-04-18  2013-03-01  17.99125018
#> 216  2014-04-18  2013-04-01  22.91893078
#> 217  2014-04-18  2013-05-01  20.88569398
#> 218  2014-04-18  2013-06-01  19.88059532
#> 219  2014-04-18  2013-07-01  18.48109374
#> 220  2014-04-18  2013-08-01  21.89256660
#> 221  2014-04-18  2013-09-01  22.66833563
#> 222  2014-04-18  2013-10-01  22.62383335
#> 223  2014-04-18  2013-11-01  22.95039044
#> 224  2014-04-18  2013-12-01  18.05063090
#> 225  2014-04-18  2014-01-01  19.07696139
#> 226  2014-04-18  2014-02-01  17.32414927
#> 227  2014-04-18  2014-03-01  13.14691587
#> 228  2014-04-18  2014-04-01  15.80489913
#> 229  2014-04-18  2014-05-01           NA
#> 230  2014-04-18  2014-06-01           NA
#> 231  2014-04-18  2014-07-01           NA
#> 232  2014-04-18  2014-08-01           NA
#> 233  2014-04-18  2014-09-01           NA
#> 234  2014-04-18  2014-10-01           NA
#> 235  2014-04-18  2014-11-01           NA
#> 236  2014-04-18  2014-12-01           NA
#> 237  2014-04-18  2015-01-01           NA
#> 238  2014-04-18  2015-02-01           NA
#> 239  2014-04-18  2015-03-01           NA
#> 240  2014-04-18  2015-04-01           NA
#> 241  2014-04-18  2015-05-01           NA
#> 242  2014-04-18  2015-06-01           NA
#> 243  2014-04-18  2015-07-01           NA
#> 244  2014-04-18  2015-08-01           NA
#> 245  2014-04-18  2015-09-01           NA
#> 246  2014-04-18  2015-10-01           NA
#> 247  2014-04-18  2015-11-01           NA
#> 248  2014-04-18  2015-12-01           NA
#> 249  2014-04-18  2016-01-01           NA
#> 250  2014-04-18  2016-02-01           NA
#> 251  2014-04-18  2016-03-01           NA
#> 252  2014-04-18  2016-04-01           NA
#> 253  2014-04-18  2016-05-01           NA
#> 254  2014-04-18  2016-06-01           NA
#> 255  2014-04-18  2016-07-01           NA
#> 256  2014-04-18  2016-08-01           NA
#> 257  2014-04-18  2016-09-01           NA
#> 258  2014-04-18  2016-10-01           NA
#> 259  2014-04-18  2016-11-01           NA
#> 260  2014-04-18  2016-12-01           NA
#> 261  2014-04-18  2017-01-01           NA
#> 262  2014-04-18  2017-02-01           NA
#> 263  2014-04-18  2017-03-01           NA
#> 264  2014-04-18  2017-04-01           NA
#> 265  2014-04-18  2017-05-01           NA
#> 266  2014-04-18  2017-06-01           NA
#> 267  2014-04-18  2017-07-01           NA
#> 268  2014-04-18  2017-08-01           NA
#> 269  2014-04-18  2017-09-01           NA
#> 270  2014-04-18  2017-10-01           NA
#> 271  2014-04-18  2017-11-01           NA
#> 272  2014-04-18  2017-12-01           NA
#> 273  2014-04-18  2018-01-01           NA
#> 274  2014-04-18  2018-02-01           NA
#> 275  2014-04-18  2018-03-01           NA
#> 276  2014-04-18  2018-04-01           NA
#> 277  2014-04-18  2018-05-01           NA
#> 278  2014-04-18  2018-06-01           NA
#> 279  2014-04-18  2018-07-01           NA
#> 280  2014-04-18  2018-08-01           NA
#> 281  2014-04-18  2018-09-01           NA
#> 282  2014-04-18  2018-10-01           NA
#> 283  2014-04-18  2018-11-01           NA
#> 284  2014-04-18  2018-12-01           NA
#> 285  2014-04-18  2019-01-01           NA
#> 286  2014-04-18  2019-02-01           NA
#> 287  2014-04-18  2019-03-01           NA
#> 288  2014-04-18  2019-04-01           NA
#> 289  2014-04-18  2019-05-01           NA
#> 290  2014-04-18  2019-06-01           NA
#> 291  2014-04-18  2019-07-01           NA
#> 292  2014-04-18  2019-08-01           NA
#> 293  2014-04-18  2019-09-01           NA
#> 294  2014-04-18  2019-10-01           NA
#> 295  2014-04-18  2019-11-01           NA
#> 296  2014-04-18  2019-12-01           NA
#> 297  2014-04-18  2020-01-01           NA
#> 298  2014-04-18  2020-02-01           NA
#> 299  2014-04-18  2020-03-01           NA
#> 300  2014-04-18  2020-04-01           NA
#> 301  2016-07-31  2012-01-01   8.25089291
#> 302  2016-07-31  2012-02-01  11.80360102
#> 303  2016-07-31  2012-03-01  15.02163701
#> 304  2016-07-31  2012-04-01  17.58751909
#> 305  2016-07-31  2012-05-01  15.52828197
#> 306  2016-07-31  2012-06-01  11.97806549
#> 307  2016-07-31  2012-07-01  10.50781308
#> 308  2016-07-31  2012-08-01  14.31376639
#> 309  2016-07-31  2012-09-01  17.62461591
#> 310  2016-07-31  2012-10-01  17.34590834
#> 311  2016-07-31  2012-11-01  15.11088610
#> 312  2016-07-31  2012-12-01  14.83838629
#> 313  2016-07-31  2013-01-01   9.78028015
#> 314  2016-07-31  2013-02-01  16.77852266
#> 315  2016-07-31  2013-03-01  21.07391122
#> 316  2016-07-31  2013-04-01  26.17628542
#> 317  2016-07-31  2013-05-01  22.00120962
#> 318  2016-07-31  2013-06-01  14.69515715
#> 319  2016-07-31  2013-07-01  16.64262624
#> 320  2016-07-31  2013-08-01  22.06176666
#> 321  2016-07-31  2013-09-01  22.92122966
#> 322  2016-07-31  2013-10-01  22.10102432
#> 323  2016-07-31  2013-11-01  18.76892367
#> 324  2016-07-31  2013-12-01  20.15170676
#> 325  2016-07-31  2014-01-01  20.66652830
#> 326  2016-07-31  2014-02-01  18.70471962
#> 327  2016-07-31  2014-03-01  13.97867488
#> 328  2016-07-31  2014-04-01  15.07499525
#> 329  2016-07-31  2014-05-01   4.73027254
#> 330  2016-07-31  2014-06-01  -0.30211635
#> 331  2016-07-31  2014-07-01  -8.77050976
#> 332  2016-07-31  2014-08-01  -3.06176937
#> 333  2016-07-31  2014-09-01   2.13432671
#> 334  2016-07-31  2014-10-01   2.53570298
#> 335  2016-07-31  2014-11-01   0.55819647
#> 336  2016-07-31  2014-12-01  -4.09622302
#> 337  2016-07-31  2015-01-01  -5.96099729
#> 338  2016-07-31  2015-02-01  -4.76958786
#> 339  2016-07-31  2015-03-01  -3.92712850
#> 340  2016-07-31  2015-04-01  -4.46846370
#> 341  2016-07-31  2015-05-01 -10.60170553
#> 342  2016-07-31  2015-06-01 -20.27378373
#> 343  2016-07-31  2015-07-01 -28.05794015
#> 344  2016-07-31  2015-08-01 -25.43000067
#> 345  2016-07-31  2015-09-01 -14.04964765
#> 346  2016-07-31  2015-10-01 -16.02455293
#> 347  2016-07-31  2015-11-01 -19.06408968
#> 348  2016-07-31  2015-12-01 -19.57804321
#> 349  2016-07-31  2016-01-01 -20.71090588
#> 350  2016-07-31  2016-02-01 -22.78011264
#> 351  2016-07-31  2016-03-01 -21.44995249
#> 352  2016-07-31  2016-04-01 -18.14655790
#> 353  2016-07-31  2016-05-01 -27.37212794
#> 354  2016-07-31  2016-06-01 -38.78392770
#> 355  2016-07-31  2016-07-01 -38.66749002
#> 356  2016-07-31  2016-08-01           NA
#> 357  2016-07-31  2016-09-01           NA
#> 358  2016-07-31  2016-10-01           NA
#> 359  2016-07-31  2016-11-01           NA
#> 360  2016-07-31  2016-12-01           NA
#> 361  2016-07-31  2017-01-01           NA
#> 362  2016-07-31  2017-02-01           NA
#> 363  2016-07-31  2017-03-01           NA
#> 364  2016-07-31  2017-04-01           NA
#> 365  2016-07-31  2017-05-01           NA
#> 366  2016-07-31  2017-06-01           NA
#> 367  2016-07-31  2017-07-01           NA
#> 368  2016-07-31  2017-08-01           NA
#> 369  2016-07-31  2017-09-01           NA
#> 370  2016-07-31  2017-10-01           NA
#> 371  2016-07-31  2017-11-01           NA
#> 372  2016-07-31  2017-12-01           NA
#> 373  2016-07-31  2018-01-01           NA
#> 374  2016-07-31  2018-02-01           NA
#> 375  2016-07-31  2018-03-01           NA
#> 376  2016-07-31  2018-04-01           NA
#> 377  2016-07-31  2018-05-01           NA
#> 378  2016-07-31  2018-06-01           NA
#> 379  2016-07-31  2018-07-01           NA
#> 380  2016-07-31  2018-08-01           NA
#> 381  2016-07-31  2018-09-01           NA
#> 382  2016-07-31  2018-10-01           NA
#> 383  2016-07-31  2018-11-01           NA
#> 384  2016-07-31  2018-12-01           NA
#> 385  2016-07-31  2019-01-01           NA
#> 386  2016-07-31  2019-02-01           NA
#> 387  2016-07-31  2019-03-01           NA
#> 388  2016-07-31  2019-04-01           NA
#> 389  2016-07-31  2019-05-01           NA
#> 390  2016-07-31  2019-06-01           NA
#> 391  2016-07-31  2019-07-01           NA
#> 392  2016-07-31  2019-08-01           NA
#> 393  2016-07-31  2019-09-01           NA
#> 394  2016-07-31  2019-10-01           NA
#> 395  2016-07-31  2019-11-01           NA
#> 396  2016-07-31  2019-12-01           NA
#> 397  2016-07-31  2020-01-01           NA
#> 398  2016-07-31  2020-02-01           NA
#> 399  2016-07-31  2020-03-01           NA
#> 400  2016-07-31  2020-04-01           NA
#> 401  2017-06-15  2012-01-01   7.93400370
#> 402  2017-06-15  2012-02-01  11.81805446
#> 403  2017-06-15  2012-03-01  15.33154289
#> 404  2017-06-15  2012-04-01  17.71885480
#> 405  2017-06-15  2012-05-01  15.13387019
#> 406  2017-06-15  2012-06-01  12.03257673
#> 407  2017-06-15  2012-07-01  10.29036737
#> 408  2017-06-15  2012-08-01  14.46634954
#> 409  2017-06-15  2012-09-01  17.41428196
#> 410  2017-06-15  2012-10-01  16.91850766
#> 411  2017-06-15  2012-11-01  15.38835718
#> 412  2017-06-15  2012-12-01  15.27597891
#> 413  2017-06-15  2013-01-01  11.31570156
#> 414  2017-06-15  2013-02-01  16.02611841
#> 415  2017-06-15  2013-03-01  19.93904393
#> 416  2017-06-15  2013-04-01  25.59574609
#> 417  2017-06-15  2013-05-01  22.42150472
#> 418  2017-06-15  2013-06-01  12.31616434
#> 419  2017-06-15  2013-07-01  16.35909227
#> 420  2017-06-15  2013-08-01  23.22091810
#> 421  2017-06-15  2013-09-01  22.27860900
#> 422  2017-06-15  2013-10-01  21.54133106
#> 423  2017-06-15  2013-11-01  18.22846295
#> 424  2017-06-15  2013-12-01  18.57424355
#> 425  2017-06-15  2014-01-01  18.98811319
#> 426  2017-06-15  2014-02-01  18.11711985
#> 427  2017-06-15  2014-03-01  15.14253337
#> 428  2017-06-15  2014-04-01  14.10965674
#> 429  2017-06-15  2014-05-01   4.63384591
#> 430  2017-06-15  2014-06-01  -1.38002795
#> 431  2017-06-15  2014-07-01  -6.11849588
#> 432  2017-06-15  2014-08-01  -2.96452481
#> 433  2017-06-15  2014-09-01   1.10788817
#> 434  2017-06-15  2014-10-01   0.99925759
#> 435  2017-06-15  2014-11-01  -3.11059806
#> 436  2017-06-15  2014-12-01  -4.67646295
#> 437  2017-06-15  2015-01-01  -5.10500933
#> 438  2017-06-15  2015-02-01  -3.82211931
#> 439  2017-06-15  2015-03-01  -4.36734643
#> 440  2017-06-15  2015-04-01  -2.80413293
#> 441  2017-06-15  2015-05-01 -10.99753816
#> 442  2017-06-15  2015-06-01 -21.03674675
#> 443  2017-06-15  2015-07-01 -29.79886565
#> 444  2017-06-15  2015-08-01 -25.50679342
#> 445  2017-06-15  2015-09-01 -15.94279615
#> 446  2017-06-15  2015-10-01 -14.79924182
#> 447  2017-06-15  2015-11-01 -20.45018071
#> 448  2017-06-15  2015-12-01 -20.75986994
#> 449  2017-06-15  2016-01-01 -22.03187561
#> 450  2017-06-15  2016-02-01 -21.36015485
#> 451  2017-06-15  2016-03-01 -23.43406828
#> 452  2017-06-15  2016-04-01 -20.96367176
#> 453  2017-06-15  2016-05-01 -26.83747427
#> 454  2017-06-15  2016-06-01 -35.93697693
#> 455  2017-06-15  2016-07-01 -42.26272887
#> 456  2017-06-15  2016-08-01 -33.29357287
#> 457  2017-06-15  2016-09-01 -23.37770408
#> 458  2017-06-15  2016-10-01 -23.82040548
#> 459  2017-06-15  2016-11-01 -32.98819738
#> 460  2017-06-15  2016-12-01 -34.72356694
#> 461  2017-06-15  2017-01-01 -34.40484109
#> 462  2017-06-15  2017-02-01 -31.52488484
#> 463  2017-06-15  2017-03-01 -32.83818290
#> 464  2017-06-15  2017-04-01 -34.40422740
#> 465  2017-06-15  2017-05-01 -40.01071819
#> 466  2017-06-15  2017-06-01 -48.29509346
#> 467  2017-06-15  2017-07-01           NA
#> 468  2017-06-15  2017-08-01           NA
#> 469  2017-06-15  2017-09-01           NA
#> 470  2017-06-15  2017-10-01           NA
#> 471  2017-06-15  2017-11-01           NA
#> 472  2017-06-15  2017-12-01           NA
#> 473  2017-06-15  2018-01-01           NA
#> 474  2017-06-15  2018-02-01           NA
#> 475  2017-06-15  2018-03-01           NA
#> 476  2017-06-15  2018-04-01           NA
#> 477  2017-06-15  2018-05-01           NA
#> 478  2017-06-15  2018-06-01           NA
#> 479  2017-06-15  2018-07-01           NA
#> 480  2017-06-15  2018-08-01           NA
#> 481  2017-06-15  2018-09-01           NA
#> 482  2017-06-15  2018-10-01           NA
#> 483  2017-06-15  2018-11-01           NA
#> 484  2017-06-15  2018-12-01           NA
#> 485  2017-06-15  2019-01-01           NA
#> 486  2017-06-15  2019-02-01           NA
#> 487  2017-06-15  2019-03-01           NA
#> 488  2017-06-15  2019-04-01           NA
#> 489  2017-06-15  2019-05-01           NA
#> 490  2017-06-15  2019-06-01           NA
#> 491  2017-06-15  2019-07-01           NA
#> 492  2017-06-15  2019-08-01           NA
#> 493  2017-06-15  2019-09-01           NA
#> 494  2017-06-15  2019-10-01           NA
#> 495  2017-06-15  2019-11-01           NA
#> 496  2017-06-15  2019-12-01           NA
#> 497  2017-06-15  2020-01-01           NA
#> 498  2017-06-15  2020-02-01           NA
#> 499  2017-06-15  2020-03-01           NA
#> 500  2017-06-15  2020-04-01           NA
#> 501  2017-06-27  2012-01-01   8.00098824
#> 502  2017-06-27  2012-02-01  11.70605602
#> 503  2017-06-27  2012-03-01  15.22304329
#> 504  2017-06-27  2012-04-01  17.68570494
#> 505  2017-06-27  2012-05-01  15.20299652
#> 506  2017-06-27  2012-06-01  12.05108657
#> 507  2017-06-27  2012-07-01  10.07479755
#> 508  2017-06-27  2012-08-01  14.27363245
#> 509  2017-06-27  2012-09-01  17.47977837
#> 510  2017-06-27  2012-10-01  17.05605936
#> 511  2017-06-27  2012-11-01  15.32266128
#> 512  2017-06-27  2012-12-01  14.83455955
#> 513  2017-06-27  2013-01-01  10.87837089
#> 514  2017-06-27  2013-02-01  16.31506812
#> 515  2017-06-27  2013-03-01  21.09750667
#> 516  2017-06-27  2013-04-01  24.74348112
#> 517  2017-06-27  2013-05-01  22.00217598
#> 518  2017-06-27  2013-06-01  14.06426142
#> 519  2017-06-27  2013-07-01  15.79038350
#> 520  2017-06-27  2013-08-01  22.67771973
#> 521  2017-06-27  2013-09-01  23.01517137
#> 522  2017-06-27  2013-10-01  22.48595572
#> 523  2017-06-27  2013-11-01  18.04973781
#> 524  2017-06-27  2013-12-01  19.50162506
#> 525  2017-06-27  2014-01-01  17.77835059
#> 526  2017-06-27  2014-02-01  18.89191767
#> 527  2017-06-27  2014-03-01  15.00794506
#> 528  2017-06-27  2014-04-01  13.68819214
#> 529  2017-06-27  2014-05-01   6.26195842
#> 530  2017-06-27  2014-06-01  -0.84989407
#> 531  2017-06-27  2014-07-01  -5.45881589
#> 532  2017-06-27  2014-08-01  -2.87588611
#> 533  2017-06-27  2014-09-01  -0.25489537
#> 534  2017-06-27  2014-10-01   0.87864800
#> 535  2017-06-27  2014-11-01  -2.23754221
#> 536  2017-06-27  2014-12-01  -5.17235522
#> 537  2017-06-27  2015-01-01  -4.95644546
#> 538  2017-06-27  2015-02-01  -5.00691175
#> 539  2017-06-27  2015-03-01  -3.26757976
#> 540  2017-06-27  2015-04-01  -2.24888255
#> 541  2017-06-27  2015-05-01 -10.82646638
#> 542  2017-06-27  2015-06-01 -20.53987761
#> 543  2017-06-27  2015-07-01 -30.00228775
#> 544  2017-06-27  2015-08-01 -24.13914418
#> 545  2017-06-27  2015-09-01 -15.94240925
#> 546  2017-06-27  2015-10-01 -15.02385352
#> 547  2017-06-27  2015-11-01 -18.94926045
#> 548  2017-06-27  2015-12-01 -20.75908513
#> 549  2017-06-27  2016-01-01 -21.98120252
#> 550  2017-06-27  2016-02-01 -20.28450032
#> 551  2017-06-27  2016-03-01 -23.19694146
#> 552  2017-06-27  2016-04-01 -20.22804038
#> 553  2017-06-27  2016-05-01 -27.31065778
#> 554  2017-06-27  2016-06-01 -36.24294548
#> 555  2017-06-27  2016-07-01 -41.42628105
#> 556  2017-06-27  2016-08-01 -31.87021854
#> 557  2017-06-27  2016-09-01 -21.74366131
#> 558  2017-06-27  2016-10-01 -24.70702977
#> 559  2017-06-27  2016-11-01 -31.26901994
#> 560  2017-06-27  2016-12-01 -35.57404665
#> 561  2017-06-27  2017-01-01 -32.80748450
#> 562  2017-06-27  2017-02-01 -33.98092501
#> 563  2017-06-27  2017-03-01 -35.35406691
#> 564  2017-06-27  2017-04-01 -36.24884000
#> 565  2017-06-27  2017-05-01 -40.51323190
#> 566  2017-06-27  2017-06-01 -48.46387657
#> 567  2017-06-27  2017-07-01           NA
#> 568  2017-06-27  2017-08-01           NA
#> 569  2017-06-27  2017-09-01           NA
#> 570  2017-06-27  2017-10-01           NA
#> 571  2017-06-27  2017-11-01           NA
#> 572  2017-06-27  2017-12-01           NA
#> 573  2017-06-27  2018-01-01           NA
#> 574  2017-06-27  2018-02-01           NA
#> 575  2017-06-27  2018-03-01           NA
#> 576  2017-06-27  2018-04-01           NA
#> 577  2017-06-27  2018-05-01           NA
#> 578  2017-06-27  2018-06-01           NA
#> 579  2017-06-27  2018-07-01           NA
#> 580  2017-06-27  2018-08-01           NA
#> 581  2017-06-27  2018-09-01           NA
#> 582  2017-06-27  2018-10-01           NA
#> 583  2017-06-27  2018-11-01           NA
#> 584  2017-06-27  2018-12-01           NA
#> 585  2017-06-27  2019-01-01           NA
#> 586  2017-06-27  2019-02-01           NA
#> 587  2017-06-27  2019-03-01           NA
#> 588  2017-06-27  2019-04-01           NA
#> 589  2017-06-27  2019-05-01           NA
#> 590  2017-06-27  2019-06-01           NA
#> 591  2017-06-27  2019-07-01           NA
#> 592  2017-06-27  2019-08-01           NA
#> 593  2017-06-27  2019-09-01           NA
#> 594  2017-06-27  2019-10-01           NA
#> 595  2017-06-27  2019-11-01           NA
#> 596  2017-06-27  2019-12-01           NA
#> 597  2017-06-27  2020-01-01           NA
#> 598  2017-06-27  2020-02-01           NA
#> 599  2017-06-27  2020-03-01           NA
#> 600  2017-06-27  2020-04-01           NA
#> 601  2018-02-20  2012-01-01   8.06000508
#> 602  2018-02-20  2012-02-01  11.68247539
#> 603  2018-02-20  2012-03-01  15.15407012
#> 604  2018-02-20  2012-04-01  17.75330561
#> 605  2018-02-20  2012-05-01  15.28871538
#> 606  2018-02-20  2012-06-01  12.03223580
#> 607  2018-02-20  2012-07-01  10.30634796
#> 608  2018-02-20  2012-08-01  14.27614383
#> 609  2018-02-20  2012-09-01  17.53084246
#> 610  2018-02-20  2012-10-01  17.23544876
#> 611  2018-02-20  2012-11-01  14.96292304
#> 612  2018-02-20  2012-12-01  15.03478863
#> 613  2018-02-20  2013-01-01  11.08088816
#> 614  2018-02-20  2013-02-01  16.00597861
#> 615  2018-02-20  2013-03-01  21.21449409
#> 616  2018-02-20  2013-04-01  25.18543030
#> 617  2018-02-20  2013-05-01  21.95003160
#> 618  2018-02-20  2013-06-01  14.10738921
#> 619  2018-02-20  2013-07-01  15.56339740
#> 620  2018-02-20  2013-08-01  22.67954160
#> 621  2018-02-20  2013-09-01  23.03362150
#> 622  2018-02-20  2013-10-01  22.05122425
#> 623  2018-02-20  2013-11-01  18.06449391
#> 624  2018-02-20  2013-12-01  19.35047781
#> 625  2018-02-20  2014-01-01  18.07824700
#> 626  2018-02-20  2014-02-01  18.47603444
#> 627  2018-02-20  2014-03-01  15.17760349
#> 628  2018-02-20  2014-04-01  13.86689551
#> 629  2018-02-20  2014-05-01   5.90027580
#> 630  2018-02-20  2014-06-01  -1.80341072
#> 631  2018-02-20  2014-07-01  -6.94194749
#> 632  2018-02-20  2014-08-01  -4.05888389
#> 633  2018-02-20  2014-09-01  -0.24557664
#> 634  2018-02-20  2014-10-01   1.06180113
#> 635  2018-02-20  2014-11-01  -2.68574188
#> 636  2018-02-20  2014-12-01  -5.46595076
#> 637  2018-02-20  2015-01-01  -4.75321319
#> 638  2018-02-20  2015-02-01  -4.56027676
#> 639  2018-02-20  2015-03-01  -3.12712019
#> 640  2018-02-20  2015-04-01  -2.75819911
#> 641  2018-02-20  2015-05-01 -11.35184491
#> 642  2018-02-20  2015-06-01 -20.96990901
#> 643  2018-02-20  2015-07-01 -30.05347285
#> 644  2018-02-20  2015-08-01 -24.87616205
#> 645  2018-02-20  2015-09-01 -16.15132930
#> 646  2018-02-20  2015-10-01 -14.98034928
#> 647  2018-02-20  2015-11-01 -18.18798570
#> 648  2018-02-20  2015-12-01 -20.03445984
#> 649  2018-02-20  2016-01-01 -21.42680100
#> 650  2018-02-20  2016-02-01 -21.42695137
#> 651  2018-02-20  2016-03-01 -23.63562371
#> 652  2018-02-20  2016-04-01 -20.18246874
#> 653  2018-02-20  2016-05-01 -26.71821758
#> 654  2018-02-20  2016-06-01 -36.13188427
#> 655  2018-02-20  2016-07-01 -40.97874656
#> 656  2018-02-20  2016-08-01 -31.18910878
#> 657  2018-02-20  2016-09-01 -23.75202203
#> 658  2018-02-20  2016-10-01 -24.14324101
#> 659  2018-02-20  2016-11-01 -32.48973849
#> 660  2018-02-20  2016-12-01 -35.20011345
#> 661  2018-02-20  2017-01-01 -33.08516253
#> 662  2018-02-20  2017-02-01 -33.44265742
#> 663  2018-02-20  2017-03-01 -35.84108762
#> 664  2018-02-20  2017-04-01 -35.64370655
#> 665  2018-02-20  2017-05-01 -40.38978782
#> 666  2018-02-20  2017-06-01 -46.79390343
#> 667  2018-02-20  2017-07-01 -49.03451511
#> 668  2018-02-20  2017-08-01 -34.60926207
#> 669  2018-02-20  2017-09-01 -25.82019670
#> 670  2018-02-20  2017-10-01 -28.35473917
#> 671  2018-02-20  2017-11-01 -33.02352499
#> 672  2018-02-20  2017-12-01 -38.97212399
#> 673  2018-02-20  2018-01-01 -37.22420512
#> 674  2018-02-20  2018-02-01 -31.69688725
#> 675  2018-02-20  2018-03-01           NA
#> 676  2018-02-20  2018-04-01           NA
#> 677  2018-02-20  2018-05-01           NA
#> 678  2018-02-20  2018-06-01           NA
#> 679  2018-02-20  2018-07-01           NA
#> 680  2018-02-20  2018-08-01           NA
#> 681  2018-02-20  2018-09-01           NA
#> 682  2018-02-20  2018-10-01           NA
#> 683  2018-02-20  2018-11-01           NA
#> 684  2018-02-20  2018-12-01           NA
#> 685  2018-02-20  2019-01-01           NA
#> 686  2018-02-20  2019-02-01           NA
#> 687  2018-02-20  2019-03-01           NA
#> 688  2018-02-20  2019-04-01           NA
#> 689  2018-02-20  2019-05-01           NA
#> 690  2018-02-20  2019-06-01           NA
#> 691  2018-02-20  2019-07-01           NA
#> 692  2018-02-20  2019-08-01           NA
#> 693  2018-02-20  2019-09-01           NA
#> 694  2018-02-20  2019-10-01           NA
#> 695  2018-02-20  2019-11-01           NA
#> 696  2018-02-20  2019-12-01           NA
#> 697  2018-02-20  2020-01-01           NA
#> 698  2018-02-20  2020-02-01           NA
#> 699  2018-02-20  2020-03-01           NA
#> 700  2018-02-20  2020-04-01           NA
#> 701  2018-02-26  2012-01-01   8.03323705
#> 702  2018-02-26  2012-02-01  11.68522428
#> 703  2018-02-26  2012-03-01  15.14828974
#> 704  2018-02-26  2012-04-01  17.74923229
#> 705  2018-02-26  2012-05-01  15.27226486
#> 706  2018-02-26  2012-06-01  12.01949693
#> 707  2018-02-26  2012-07-01  10.23601552
#> 708  2018-02-26  2012-08-01  14.29792638
#> 709  2018-02-26  2012-09-01  17.48791123
#> 710  2018-02-26  2012-10-01  17.16525548
#> 711  2018-02-26  2012-11-01  15.03252271
#> 712  2018-02-26  2012-12-01  14.86233770
#> 713  2018-02-26  2013-01-01  11.08725144
#> 714  2018-02-26  2013-02-01  16.35657130
#> 715  2018-02-26  2013-03-01  21.13541734
#> 716  2018-02-26  2013-04-01  25.02266846
#> 717  2018-02-26  2013-05-01  22.00706061
#> 718  2018-02-26  2013-06-01  14.06104397
#> 719  2018-02-26  2013-07-01  15.75553057
#> 720  2018-02-26  2013-08-01  22.73599801
#> 721  2018-02-26  2013-09-01  22.90878819
#> 722  2018-02-26  2013-10-01  21.98160044
#> 723  2018-02-26  2013-11-01  18.02012509
#> 724  2018-02-26  2013-12-01  19.48181138
#> 725  2018-02-26  2014-01-01  18.01575432
#> 726  2018-02-26  2014-02-01  18.57456901
#> 727  2018-02-26  2014-03-01  15.31039686
#> 728  2018-02-26  2014-04-01  13.82361928
#> 729  2018-02-26  2014-05-01   6.41708911
#> 730  2018-02-26  2014-06-01  -1.51303227
#> 731  2018-02-26  2014-07-01  -6.69622347
#> 732  2018-02-26  2014-08-01  -3.82849446
#> 733  2018-02-26  2014-09-01  -0.02662618
#> 734  2018-02-26  2014-10-01   0.81232253
#> 735  2018-02-26  2014-11-01  -2.63072772
#> 736  2018-02-26  2014-12-01  -5.16784377
#> 737  2018-02-26  2015-01-01  -4.81951708
#> 738  2018-02-26  2015-02-01  -4.81741895
#> 739  2018-02-26  2015-03-01  -3.04788737
#> 740  2018-02-26  2015-04-01  -2.81048841
#> 741  2018-02-26  2015-05-01 -10.84465026
#> 742  2018-02-26  2015-06-01 -20.94684176
#> 743  2018-02-26  2015-07-01 -29.68780272
#> 744  2018-02-26  2015-08-01 -24.52849393
#> 745  2018-02-26  2015-09-01 -15.99818542
#> 746  2018-02-26  2015-10-01 -15.04628917
#> 747  2018-02-26  2015-11-01 -18.48537222
#> 748  2018-02-26  2015-12-01 -20.20294074
#> 749  2018-02-26  2016-01-01 -21.39349408
#> 750  2018-02-26  2016-02-01 -21.44383524
#> 751  2018-02-26  2016-03-01 -23.53356075
#> 752  2018-02-26  2016-04-01 -20.65267482
#> 753  2018-02-26  2016-05-01 -27.08611960
#> 754  2018-02-26  2016-06-01 -36.01422009
#> 755  2018-02-26  2016-07-01 -41.09626212
#> 756  2018-02-26  2016-08-01 -30.95819623
#> 757  2018-02-26  2016-09-01 -22.60046610
#> 758  2018-02-26  2016-10-01 -24.69514592
#> 759  2018-02-26  2016-11-01 -32.57815956
#> 760  2018-02-26  2016-12-01 -35.49094154
#> 761  2018-02-26  2017-01-01 -33.72579508
#> 762  2018-02-26  2017-02-01 -33.31942472
#> 763  2018-02-26  2017-03-01 -35.46550426
#> 764  2018-02-26  2017-04-01 -35.88828022
#> 765  2018-02-26  2017-05-01 -41.00933714
#> 766  2018-02-26  2017-06-01 -47.89981798
#> 767  2018-02-26  2017-07-01 -49.74108305
#> 768  2018-02-26  2017-08-01 -36.37589199
#> 769  2018-02-26  2017-09-01 -26.85095785
#> 770  2018-02-26  2017-10-01 -26.84836891
#> 771  2018-02-26  2017-11-01 -36.83438479
#> 772  2018-02-26  2017-12-01 -37.83111704
#> 773  2018-02-26  2018-01-01 -40.04418848
#> 774  2018-02-26  2018-02-01 -35.26659124
#> 775  2018-02-26  2018-03-01           NA
#> 776  2018-02-26  2018-04-01           NA
#> 777  2018-02-26  2018-05-01           NA
#> 778  2018-02-26  2018-06-01           NA
#> 779  2018-02-26  2018-07-01           NA
#> 780  2018-02-26  2018-08-01           NA
#> 781  2018-02-26  2018-09-01           NA
#> 782  2018-02-26  2018-10-01           NA
#> 783  2018-02-26  2018-11-01           NA
#> 784  2018-02-26  2018-12-01           NA
#> 785  2018-02-26  2019-01-01           NA
#> 786  2018-02-26  2019-02-01           NA
#> 787  2018-02-26  2019-03-01           NA
#> 788  2018-02-26  2019-04-01           NA
#> 789  2018-02-26  2019-05-01           NA
#> 790  2018-02-26  2019-06-01           NA
#> 791  2018-02-26  2019-07-01           NA
#> 792  2018-02-26  2019-08-01           NA
#> 793  2018-02-26  2019-09-01           NA
#> 794  2018-02-26  2019-10-01           NA
#> 795  2018-02-26  2019-11-01           NA
#> 796  2018-02-26  2019-12-01           NA
#> 797  2018-02-26  2020-01-01           NA
#> 798  2018-02-26  2020-02-01           NA
#> 799  2018-02-26  2020-03-01           NA
#> 800  2018-02-26  2020-04-01           NA
#> 801  2018-04-02  2012-01-01   8.04004687
#> 802  2018-04-02  2012-02-01  11.70127095
#> 803  2018-04-02  2012-03-01  15.15494128
#> 804  2018-04-02  2012-04-01  17.73216103
#> 805  2018-04-02  2012-05-01  15.29794066
#> 806  2018-04-02  2012-06-01  12.02944682
#> 807  2018-04-02  2012-07-01  10.23787100
#> 808  2018-04-02  2012-08-01  14.31615748
#> 809  2018-04-02  2012-09-01  17.51795698
#> 810  2018-04-02  2012-10-01  17.30639941
#> 811  2018-04-02  2012-11-01  15.00106411
#> 812  2018-04-02  2012-12-01  14.80189153
#> 813  2018-04-02  2013-01-01  11.03136938
#> 814  2018-04-02  2013-02-01  16.45334813
#> 815  2018-04-02  2013-03-01  21.01708673
#> 816  2018-04-02  2013-04-01  25.15885749
#> 817  2018-04-02  2013-05-01  22.00278215
#> 818  2018-04-02  2013-06-01  14.08793199
#> 819  2018-04-02  2013-07-01  15.74256968
#> 820  2018-04-02  2013-08-01  22.76284207
#> 821  2018-04-02  2013-09-01  22.90443629
#> 822  2018-04-02  2013-10-01  22.02004792
#> 823  2018-04-02  2013-11-01  18.08174062
#> 824  2018-04-02  2013-12-01  19.38664702
#> 825  2018-04-02  2014-01-01  18.11216102
#> 826  2018-04-02  2014-02-01  18.65202996
#> 827  2018-04-02  2014-03-01  15.30656573
#> 828  2018-04-02  2014-04-01  13.80856678
#> 829  2018-04-02  2014-05-01   6.41726713
#> 830  2018-04-02  2014-06-01  -1.44671028
#> 831  2018-04-02  2014-07-01  -6.66789430
#> 832  2018-04-02  2014-08-01  -3.67976785
#> 833  2018-04-02  2014-09-01  -0.17370565
#> 834  2018-04-02  2014-10-01   0.88152452
#> 835  2018-04-02  2014-11-01  -2.46112267
#> 836  2018-04-02  2014-12-01  -5.12533679
#> 837  2018-04-02  2015-01-01  -4.73336610
#> 838  2018-04-02  2015-02-01  -4.67306350
#> 839  2018-04-02  2015-03-01  -3.36831825
#> 840  2018-04-02  2015-04-01  -2.82330283
#> 841  2018-04-02  2015-05-01 -11.09065745
#> 842  2018-04-02  2015-06-01 -20.98585860
#> 843  2018-04-02  2015-07-01 -29.59445722
#> 844  2018-04-02  2015-08-01 -24.41757401
#> 845  2018-04-02  2015-09-01 -15.89728376
#> 846  2018-04-02  2015-10-01 -14.97745490
#> 847  2018-04-02  2015-11-01 -18.29914570
#> 848  2018-04-02  2015-12-01 -20.27465654
#> 849  2018-04-02  2016-01-01 -21.51445925
#> 850  2018-04-02  2016-02-01 -21.40291377
#> 851  2018-04-02  2016-03-01 -23.57601853
#> 852  2018-04-02  2016-04-01 -20.71038463
#> 853  2018-04-02  2016-05-01 -27.22261069
#> 854  2018-04-02  2016-06-01 -35.93292087
#> 855  2018-04-02  2016-07-01 -41.04601925
#> 856  2018-04-02  2016-08-01 -30.74215173
#> 857  2018-04-02  2016-09-01 -23.30343894
#> 858  2018-04-02  2016-10-01 -24.21651198
#> 859  2018-04-02  2016-11-01 -32.50130666
#> 860  2018-04-02  2016-12-01 -35.34223948
#> 861  2018-04-02  2017-01-01 -33.17537350
#> 862  2018-04-02  2017-02-01 -33.20532542
#> 863  2018-04-02  2017-03-01 -35.58352468
#> 864  2018-04-02  2017-04-01 -35.36443551
#> 865  2018-04-02  2017-05-01 -40.92018302
#> 866  2018-04-02  2017-06-01 -47.67720429
#> 867  2018-04-02  2017-07-01 -49.90606511
#> 868  2018-04-02  2017-08-01 -37.50074106
#> 869  2018-04-02  2017-09-01 -27.76116534
#> 870  2018-04-02  2017-10-01 -26.77257305
#> 871  2018-04-02  2017-11-01 -35.17710843
#> 872  2018-04-02  2017-12-01 -38.58914005
#> 873  2018-04-02  2018-01-01 -37.83661712
#> 874  2018-04-02  2018-02-01 -36.02116360
#> 875  2018-04-02  2018-03-01 -31.86707844
#> 876  2018-04-02  2018-04-01 -28.52225388
#> 877  2018-04-02  2018-05-01           NA
#> 878  2018-04-02  2018-06-01           NA
#> 879  2018-04-02  2018-07-01           NA
#> 880  2018-04-02  2018-08-01           NA
#> 881  2018-04-02  2018-09-01           NA
#> 882  2018-04-02  2018-10-01           NA
#> 883  2018-04-02  2018-11-01           NA
#> 884  2018-04-02  2018-12-01           NA
#> 885  2018-04-02  2019-01-01           NA
#> 886  2018-04-02  2019-02-01           NA
#> 887  2018-04-02  2019-03-01           NA
#> 888  2018-04-02  2019-04-01           NA
#> 889  2018-04-02  2019-05-01           NA
#> 890  2018-04-02  2019-06-01           NA
#> 891  2018-04-02  2019-07-01           NA
#> 892  2018-04-02  2019-08-01           NA
#> 893  2018-04-02  2019-09-01           NA
#> 894  2018-04-02  2019-10-01           NA
#> 895  2018-04-02  2019-11-01           NA
#> 896  2018-04-02  2019-12-01           NA
#> 897  2018-04-02  2020-01-01           NA
#> 898  2018-04-02  2020-02-01           NA
#> 899  2018-04-02  2020-03-01           NA
#> 900  2018-04-02  2020-04-01           NA
#> 901  2020-05-27  2012-01-01   8.04606464
#> 902  2020-05-27  2012-02-01  11.70009113
#> 903  2020-05-27  2012-03-01  15.15926811
#> 904  2020-05-27  2012-04-01  17.74089981
#> 905  2020-05-27  2012-05-01  15.31030047
#> 906  2020-05-27  2012-06-01  12.02972101
#> 907  2020-05-27  2012-07-01  10.23543093
#> 908  2020-05-27  2012-08-01  14.28882955
#> 909  2020-05-27  2012-09-01  17.51906274
#> 910  2020-05-27  2012-10-01  17.30914841
#> 911  2020-05-27  2012-11-01  15.03210767
#> 912  2020-05-27  2012-12-01  14.81937762
#> 913  2020-05-27  2013-01-01  11.01791914
#> 914  2020-05-27  2013-02-01  16.41533226
#> 915  2020-05-27  2013-03-01  20.99822728
#> 916  2020-05-27  2013-04-01  25.15935600
#> 917  2020-05-27  2013-05-01  22.03694129
#> 918  2020-05-27  2013-06-01  14.07637771
#> 919  2020-05-27  2013-07-01  15.72751738
#> 920  2020-05-27  2013-08-01  22.73013117
#> 921  2020-05-27  2013-09-01  22.87231433
#> 922  2020-05-27  2013-10-01  22.02526708
#> 923  2020-05-27  2013-11-01  18.07732609
#> 924  2020-05-27  2013-12-01  19.41619173
#> 925  2020-05-27  2014-01-01  18.09563996
#> 926  2020-05-27  2014-02-01  18.62884928
#> 927  2020-05-27  2014-03-01  15.31497657
#> 928  2020-05-27  2014-04-01  13.82718554
#> 929  2020-05-27  2014-05-01   6.44393648
#> 930  2020-05-27  2014-06-01  -1.38138784
#> 931  2020-05-27  2014-07-01  -6.69731833
#> 932  2020-05-27  2014-08-01  -3.78646487
#> 933  2020-05-27  2014-09-01  -0.22593937
#> 934  2020-05-27  2014-10-01   0.88682170
#> 935  2020-05-27  2014-11-01  -2.47393385
#> 936  2020-05-27  2014-12-01  -5.09156281
#> 937  2020-05-27  2015-01-01  -4.82030160
#> 938  2020-05-27  2015-02-01  -4.64178583
#> 939  2020-05-27  2015-03-01  -3.33222244
#> 940  2020-05-27  2015-04-01  -2.85772802
#> 941  2020-05-27  2015-05-01 -11.02282842
#> 942  2020-05-27  2015-06-01 -20.95859197
#> 943  2020-05-27  2015-07-01 -29.51973352
#> 944  2020-05-27  2015-08-01 -24.46543719
#> 945  2020-05-27  2015-09-01 -15.87890014
#> 946  2020-05-27  2015-10-01 -15.02443748
#> 947  2020-05-27  2015-11-01 -18.34832782
#> 948  2020-05-27  2015-12-01 -20.17267804
#> 949  2020-05-27  2016-01-01 -21.49480952
#> 950  2020-05-27  2016-02-01 -21.39160994
#> 951  2020-05-27  2016-03-01 -23.52271895
#> 952  2020-05-27  2016-04-01 -20.75180972
#> 953  2020-05-27  2016-05-01 -27.16331513
#> 954  2020-05-27  2016-06-01 -36.02922410
#> 955  2020-05-27  2016-07-01 -41.00809117
#> 956  2020-05-27  2016-08-01 -30.81310740
#> 957  2020-05-27  2016-09-01 -22.97588563
#> 958  2020-05-27  2016-10-01 -24.36482283
#> 959  2020-05-27  2016-11-01 -32.42124664
#> 960  2020-05-27  2016-12-01 -35.30126985
#> 961  2020-05-27  2017-01-01 -33.14049471
#> 962  2020-05-27  2017-02-01 -33.39727962
#> 963  2020-05-27  2017-03-01 -35.62036613
#> 964  2020-05-27  2017-04-01 -35.50361485
#> 965  2020-05-27  2017-05-01 -40.77738808
#> 966  2020-05-27  2017-06-01 -47.86261991
#> 967  2020-05-27  2017-07-01 -50.29121336
#> 968  2020-05-27  2017-08-01 -37.23240741
#> 969  2020-05-27  2017-09-01 -27.93227176
#> 970  2020-05-27  2017-10-01 -26.70061729
#> 971  2020-05-27  2017-11-01 -35.66262035
#> 972  2020-05-27  2017-12-01 -39.09351442
#> 973  2020-05-27  2018-01-01 -38.63592490
#> 974  2020-05-27  2018-02-01 -34.88187379
#> 975  2020-05-27  2018-03-01 -34.57502463
#> 976  2020-05-27  2018-04-01 -27.35833976
#> 977  2020-05-27  2018-05-01 -31.64980752
#> 978  2020-05-27  2018-06-01 -29.31297577
#> 979  2020-05-27  2018-07-01 -33.58571769
#> 980  2020-05-27  2018-08-01 -19.83451205
#> 981  2020-05-27  2018-09-01 -13.15423581
#> 982  2020-05-27  2018-10-01  -7.14500396
#> 983  2020-05-27  2018-11-01 -14.27411440
#> 984  2020-05-27  2018-12-01 -19.31487755
#> 985  2020-05-27  2019-01-01 -17.46880225
#> 986  2020-05-27  2019-02-01 -18.71838779
#> 987  2020-05-27  2019-03-01 -16.40090692
#> 988  2020-05-27  2019-04-01 -18.69820539
#> 989  2020-05-27  2019-05-01 -23.50591951
#> 990  2020-05-27  2019-06-01 -24.66289154
#> 991  2020-05-27  2019-07-01 -25.66674900
#> 992  2020-05-27  2019-08-01 -15.58550612
#> 993  2020-05-27  2019-09-01  -8.69559612
#> 994  2020-05-27  2019-10-01  -2.36134603
#> 995  2020-05-27  2019-11-01  -9.32118594
#> 996  2020-05-27  2019-12-01 -10.22343675
#> 997  2020-05-27  2020-01-01 -12.94652551
#> 998  2020-05-27  2020-02-01 -15.57460948
#> 999  2020-05-27  2020-03-01 -23.45673145
#> 1000 2020-05-27  2020-04-01 -25.18936321
simulate_long(periodicity = 1L)
#>       rev_date time_period  obs_values
#> 1   2022-03-09  2012-01-01   18.694810
#> 2   2022-03-09  2013-01-01   17.358368
#> 3   2022-03-09  2014-01-01   21.873902
#> 4   2022-03-09  2015-01-01   22.633751
#> 5   2022-03-09  2016-01-01   28.625437
#> 6   2022-03-09  2017-01-01   30.843157
#> 7   2022-03-09  2018-01-01   30.796153
#> 8   2022-03-09  2019-01-01   28.406428
#> 9   2022-03-09  2020-01-01   28.556705
#> 10  2022-03-09  2021-01-01   31.094077
#> 11  2022-03-09  2022-01-01   33.550993
#> 12  2022-03-09  2023-01-01          NA
#> 13  2022-03-09  2024-01-01          NA
#> 14  2022-03-09  2025-01-01          NA
#> 15  2022-03-09  2026-01-01          NA
#> 16  2022-03-09  2027-01-01          NA
#> 17  2022-03-09  2028-01-01          NA
#> 18  2022-03-09  2029-01-01          NA
#> 19  2022-03-09  2030-01-01          NA
#> 20  2022-03-09  2031-01-01          NA
#> 21  2022-03-09  2032-01-01          NA
#> 22  2022-03-09  2033-01-01          NA
#> 23  2022-03-09  2034-01-01          NA
#> 24  2022-03-09  2035-01-01          NA
#> 25  2022-03-09  2036-01-01          NA
#> 26  2022-03-09  2037-01-01          NA
#> 27  2022-03-09  2038-01-01          NA
#> 28  2022-03-09  2039-01-01          NA
#> 29  2022-03-09  2040-01-01          NA
#> 30  2022-03-09  2041-01-01          NA
#> 31  2022-03-09  2042-01-01          NA
#> 32  2022-03-09  2043-01-01          NA
#> 33  2022-03-09  2044-01-01          NA
#> 34  2022-03-09  2045-01-01          NA
#> 35  2022-03-09  2046-01-01          NA
#> 36  2022-03-09  2047-01-01          NA
#> 37  2022-03-09  2048-01-01          NA
#> 38  2022-03-09  2049-01-01          NA
#> 39  2022-03-09  2050-01-01          NA
#> 40  2022-03-09  2051-01-01          NA
#> 41  2022-03-09  2052-01-01          NA
#> 42  2022-03-09  2053-01-01          NA
#> 43  2022-03-09  2054-01-01          NA
#> 44  2022-03-09  2055-01-01          NA
#> 45  2022-03-09  2056-01-01          NA
#> 46  2022-03-09  2057-01-01          NA
#> 47  2022-03-09  2058-01-01          NA
#> 48  2022-03-09  2059-01-01          NA
#> 49  2022-03-09  2060-01-01          NA
#> 50  2022-03-09  2061-01-01          NA
#> 51  2022-03-25  2012-01-01   16.159922
#> 52  2022-03-25  2013-01-01   19.163099
#> 53  2022-03-25  2014-01-01   21.376026
#> 54  2022-03-25  2015-01-01   23.115111
#> 55  2022-03-25  2016-01-01   27.672848
#> 56  2022-03-25  2017-01-01   29.500013
#> 57  2022-03-25  2018-01-01   31.718747
#> 58  2022-03-25  2019-01-01   25.001679
#> 59  2022-03-25  2020-01-01   28.459186
#> 60  2022-03-25  2021-01-01   31.540434
#> 61  2022-03-25  2022-01-01   34.495605
#> 62  2022-03-25  2023-01-01          NA
#> 63  2022-03-25  2024-01-01          NA
#> 64  2022-03-25  2025-01-01          NA
#> 65  2022-03-25  2026-01-01          NA
#> 66  2022-03-25  2027-01-01          NA
#> 67  2022-03-25  2028-01-01          NA
#> 68  2022-03-25  2029-01-01          NA
#> 69  2022-03-25  2030-01-01          NA
#> 70  2022-03-25  2031-01-01          NA
#> 71  2022-03-25  2032-01-01          NA
#> 72  2022-03-25  2033-01-01          NA
#> 73  2022-03-25  2034-01-01          NA
#> 74  2022-03-25  2035-01-01          NA
#> 75  2022-03-25  2036-01-01          NA
#> 76  2022-03-25  2037-01-01          NA
#> 77  2022-03-25  2038-01-01          NA
#> 78  2022-03-25  2039-01-01          NA
#> 79  2022-03-25  2040-01-01          NA
#> 80  2022-03-25  2041-01-01          NA
#> 81  2022-03-25  2042-01-01          NA
#> 82  2022-03-25  2043-01-01          NA
#> 83  2022-03-25  2044-01-01          NA
#> 84  2022-03-25  2045-01-01          NA
#> 85  2022-03-25  2046-01-01          NA
#> 86  2022-03-25  2047-01-01          NA
#> 87  2022-03-25  2048-01-01          NA
#> 88  2022-03-25  2049-01-01          NA
#> 89  2022-03-25  2050-01-01          NA
#> 90  2022-03-25  2051-01-01          NA
#> 91  2022-03-25  2052-01-01          NA
#> 92  2022-03-25  2053-01-01          NA
#> 93  2022-03-25  2054-01-01          NA
#> 94  2022-03-25  2055-01-01          NA
#> 95  2022-03-25  2056-01-01          NA
#> 96  2022-03-25  2057-01-01          NA
#> 97  2022-03-25  2058-01-01          NA
#> 98  2022-03-25  2059-01-01          NA
#> 99  2022-03-25  2060-01-01          NA
#> 100 2022-03-25  2061-01-01          NA
#> 101 2027-07-09  2012-01-01   14.838189
#> 102 2027-07-09  2013-01-01   20.173447
#> 103 2027-07-09  2014-01-01   21.733695
#> 104 2027-07-09  2015-01-01   23.743257
#> 105 2027-07-09  2016-01-01   28.288594
#> 106 2027-07-09  2017-01-01   29.202933
#> 107 2027-07-09  2018-01-01   29.328655
#> 108 2027-07-09  2019-01-01   27.916316
#> 109 2027-07-09  2020-01-01   28.967305
#> 110 2027-07-09  2021-01-01   32.625477
#> 111 2027-07-09  2022-01-01   34.586734
#> 112 2027-07-09  2023-01-01   35.264886
#> 113 2027-07-09  2024-01-01   33.687983
#> 114 2027-07-09  2025-01-01   34.491311
#> 115 2027-07-09  2026-01-01   36.081384
#> 116 2027-07-09  2027-01-01   32.195664
#> 117 2027-07-09  2028-01-01          NA
#> 118 2027-07-09  2029-01-01          NA
#> 119 2027-07-09  2030-01-01          NA
#> 120 2027-07-09  2031-01-01          NA
#> 121 2027-07-09  2032-01-01          NA
#> 122 2027-07-09  2033-01-01          NA
#> 123 2027-07-09  2034-01-01          NA
#> 124 2027-07-09  2035-01-01          NA
#> 125 2027-07-09  2036-01-01          NA
#> 126 2027-07-09  2037-01-01          NA
#> 127 2027-07-09  2038-01-01          NA
#> 128 2027-07-09  2039-01-01          NA
#> 129 2027-07-09  2040-01-01          NA
#> 130 2027-07-09  2041-01-01          NA
#> 131 2027-07-09  2042-01-01          NA
#> 132 2027-07-09  2043-01-01          NA
#> 133 2027-07-09  2044-01-01          NA
#> 134 2027-07-09  2045-01-01          NA
#> 135 2027-07-09  2046-01-01          NA
#> 136 2027-07-09  2047-01-01          NA
#> 137 2027-07-09  2048-01-01          NA
#> 138 2027-07-09  2049-01-01          NA
#> 139 2027-07-09  2050-01-01          NA
#> 140 2027-07-09  2051-01-01          NA
#> 141 2027-07-09  2052-01-01          NA
#> 142 2027-07-09  2053-01-01          NA
#> 143 2027-07-09  2054-01-01          NA
#> 144 2027-07-09  2055-01-01          NA
#> 145 2027-07-09  2056-01-01          NA
#> 146 2027-07-09  2057-01-01          NA
#> 147 2027-07-09  2058-01-01          NA
#> 148 2027-07-09  2059-01-01          NA
#> 149 2027-07-09  2060-01-01          NA
#> 150 2027-07-09  2061-01-01          NA
#> 151 2036-09-23  2012-01-01   14.730270
#> 152 2036-09-23  2013-01-01   19.807056
#> 153 2036-09-23  2014-01-01   21.889108
#> 154 2036-09-23  2015-01-01   24.155807
#> 155 2036-09-23  2016-01-01   28.199464
#> 156 2036-09-23  2017-01-01   30.354415
#> 157 2036-09-23  2018-01-01   28.972049
#> 158 2036-09-23  2019-01-01   27.021801
#> 159 2036-09-23  2020-01-01   28.613255
#> 160 2036-09-23  2021-01-01   31.343066
#> 161 2036-09-23  2022-01-01   34.625053
#> 162 2036-09-23  2023-01-01   35.131861
#> 163 2036-09-23  2024-01-01   34.388493
#> 164 2036-09-23  2025-01-01   35.387750
#> 165 2036-09-23  2026-01-01   35.916415
#> 166 2036-09-23  2027-01-01   34.969227
#> 167 2036-09-23  2028-01-01   35.917747
#> 168 2036-09-23  2029-01-01   32.820941
#> 169 2036-09-23  2030-01-01   29.923267
#> 170 2036-09-23  2031-01-01   34.300763
#> 171 2036-09-23  2032-01-01   46.150041
#> 172 2036-09-23  2033-01-01   46.931832
#> 173 2036-09-23  2034-01-01   55.384457
#> 174 2036-09-23  2035-01-01   59.715173
#> 175 2036-09-23  2036-01-01   62.411644
#> 176 2036-09-23  2037-01-01          NA
#> 177 2036-09-23  2038-01-01          NA
#> 178 2036-09-23  2039-01-01          NA
#> 179 2036-09-23  2040-01-01          NA
#> 180 2036-09-23  2041-01-01          NA
#> 181 2036-09-23  2042-01-01          NA
#> 182 2036-09-23  2043-01-01          NA
#> 183 2036-09-23  2044-01-01          NA
#> 184 2036-09-23  2045-01-01          NA
#> 185 2036-09-23  2046-01-01          NA
#> 186 2036-09-23  2047-01-01          NA
#> 187 2036-09-23  2048-01-01          NA
#> 188 2036-09-23  2049-01-01          NA
#> 189 2036-09-23  2050-01-01          NA
#> 190 2036-09-23  2051-01-01          NA
#> 191 2036-09-23  2052-01-01          NA
#> 192 2036-09-23  2053-01-01          NA
#> 193 2036-09-23  2054-01-01          NA
#> 194 2036-09-23  2055-01-01          NA
#> 195 2036-09-23  2056-01-01          NA
#> 196 2036-09-23  2057-01-01          NA
#> 197 2036-09-23  2058-01-01          NA
#> 198 2036-09-23  2059-01-01          NA
#> 199 2036-09-23  2060-01-01          NA
#> 200 2036-09-23  2061-01-01          NA
#> 201 2043-11-04  2012-01-01   15.067411
#> 202 2043-11-04  2013-01-01   19.587830
#> 203 2043-11-04  2014-01-01   21.822491
#> 204 2043-11-04  2015-01-01   23.851985
#> 205 2043-11-04  2016-01-01   28.189310
#> 206 2043-11-04  2017-01-01   30.131467
#> 207 2043-11-04  2018-01-01   29.097448
#> 208 2043-11-04  2019-01-01   27.122014
#> 209 2043-11-04  2020-01-01   28.653131
#> 210 2043-11-04  2021-01-01   31.817451
#> 211 2043-11-04  2022-01-01   34.220575
#> 212 2043-11-04  2023-01-01   35.218689
#> 213 2043-11-04  2024-01-01   35.134083
#> 214 2043-11-04  2025-01-01   35.898805
#> 215 2043-11-04  2026-01-01   35.153595
#> 216 2043-11-04  2027-01-01   34.891633
#> 217 2043-11-04  2028-01-01   31.925184
#> 218 2043-11-04  2029-01-01   31.971526
#> 219 2043-11-04  2030-01-01   31.617829
#> 220 2043-11-04  2031-01-01   36.962223
#> 221 2043-11-04  2032-01-01   44.189198
#> 222 2043-11-04  2033-01-01   49.860261
#> 223 2043-11-04  2034-01-01   53.332074
#> 224 2043-11-04  2035-01-01   57.300927
#> 225 2043-11-04  2036-01-01   60.379495
#> 226 2043-11-04  2037-01-01   67.156911
#> 227 2043-11-04  2038-01-01   66.930741
#> 228 2043-11-04  2039-01-01   71.534103
#> 229 2043-11-04  2040-01-01   69.894732
#> 230 2043-11-04  2041-01-01   73.805844
#> 231 2043-11-04  2042-01-01   72.738193
#> 232 2043-11-04  2043-01-01   82.254294
#> 233 2043-11-04  2044-01-01          NA
#> 234 2043-11-04  2045-01-01          NA
#> 235 2043-11-04  2046-01-01          NA
#> 236 2043-11-04  2047-01-01          NA
#> 237 2043-11-04  2048-01-01          NA
#> 238 2043-11-04  2049-01-01          NA
#> 239 2043-11-04  2050-01-01          NA
#> 240 2043-11-04  2051-01-01          NA
#> 241 2043-11-04  2052-01-01          NA
#> 242 2043-11-04  2053-01-01          NA
#> 243 2043-11-04  2054-01-01          NA
#> 244 2043-11-04  2055-01-01          NA
#> 245 2043-11-04  2056-01-01          NA
#> 246 2043-11-04  2057-01-01          NA
#> 247 2043-11-04  2058-01-01          NA
#> 248 2043-11-04  2059-01-01          NA
#> 249 2043-11-04  2060-01-01          NA
#> 250 2043-11-04  2061-01-01          NA
#> 251 2054-09-26  2012-01-01   15.081497
#> 252 2054-09-26  2013-01-01   19.826647
#> 253 2054-09-26  2014-01-01   21.909618
#> 254 2054-09-26  2015-01-01   24.065667
#> 255 2054-09-26  2016-01-01   28.071675
#> 256 2054-09-26  2017-01-01   29.963619
#> 257 2054-09-26  2018-01-01   29.222017
#> 258 2054-09-26  2019-01-01   27.027799
#> 259 2054-09-26  2020-01-01   28.706776
#> 260 2054-09-26  2021-01-01   31.845745
#> 261 2054-09-26  2022-01-01   34.207231
#> 262 2054-09-26  2023-01-01   35.479466
#> 263 2054-09-26  2024-01-01   34.358194
#> 264 2054-09-26  2025-01-01   36.374228
#> 265 2054-09-26  2026-01-01   34.873813
#> 266 2054-09-26  2027-01-01   34.280285
#> 267 2054-09-26  2028-01-01   33.669643
#> 268 2054-09-26  2029-01-01   30.633472
#> 269 2054-09-26  2030-01-01   31.101148
#> 270 2054-09-26  2031-01-01   35.064727
#> 271 2054-09-26  2032-01-01   43.254559
#> 272 2054-09-26  2033-01-01   48.820179
#> 273 2054-09-26  2034-01-01   53.987261
#> 274 2054-09-26  2035-01-01   57.260940
#> 275 2054-09-26  2036-01-01   62.919967
#> 276 2054-09-26  2037-01-01   66.326723
#> 277 2054-09-26  2038-01-01   69.719934
#> 278 2054-09-26  2039-01-01   69.238110
#> 279 2054-09-26  2040-01-01   71.603779
#> 280 2054-09-26  2041-01-01   72.291281
#> 281 2054-09-26  2042-01-01   72.779049
#> 282 2054-09-26  2043-01-01   79.533539
#> 283 2054-09-26  2044-01-01   84.990633
#> 284 2054-09-26  2045-01-01   79.634742
#> 285 2054-09-26  2046-01-01   75.149019
#> 286 2054-09-26  2047-01-01   60.120115
#> 287 2054-09-26  2048-01-01   45.011418
#> 288 2054-09-26  2049-01-01   34.206254
#> 289 2054-09-26  2050-01-01   24.480412
#> 290 2054-09-26  2051-01-01    7.484697
#> 291 2054-09-26  2052-01-01  -10.541131
#> 292 2054-09-26  2053-01-01  -24.576545
#> 293 2054-09-26  2054-01-01  -34.266595
#> 294 2054-09-26  2055-01-01          NA
#> 295 2054-09-26  2056-01-01          NA
#> 296 2054-09-26  2057-01-01          NA
#> 297 2054-09-26  2058-01-01          NA
#> 298 2054-09-26  2059-01-01          NA
#> 299 2054-09-26  2060-01-01          NA
#> 300 2054-09-26  2061-01-01          NA
#> 301 2058-02-23  2012-01-01   15.149334
#> 302 2058-02-23  2013-01-01   19.784192
#> 303 2058-02-23  2014-01-01   21.949365
#> 304 2058-02-23  2015-01-01   23.981805
#> 305 2058-02-23  2016-01-01   27.968667
#> 306 2058-02-23  2017-01-01   29.983687
#> 307 2058-02-23  2018-01-01   29.171556
#> 308 2058-02-23  2019-01-01   27.048532
#> 309 2058-02-23  2020-01-01   28.651554
#> 310 2058-02-23  2021-01-01   31.817552
#> 311 2058-02-23  2022-01-01   34.182761
#> 312 2058-02-23  2023-01-01   35.330711
#> 313 2058-02-23  2024-01-01   34.312692
#> 314 2058-02-23  2025-01-01   36.589138
#> 315 2058-02-23  2026-01-01   35.513176
#> 316 2058-02-23  2027-01-01   34.383552
#> 317 2058-02-23  2028-01-01   32.624316
#> 318 2058-02-23  2029-01-01   30.643148
#> 319 2058-02-23  2030-01-01   31.866453
#> 320 2058-02-23  2031-01-01   35.794819
#> 321 2058-02-23  2032-01-01   42.572883
#> 322 2058-02-23  2033-01-01   49.467156
#> 323 2058-02-23  2034-01-01   53.882063
#> 324 2058-02-23  2035-01-01   57.831365
#> 325 2058-02-23  2036-01-01   62.309328
#> 326 2058-02-23  2037-01-01   65.863692
#> 327 2058-02-23  2038-01-01   68.717034
#> 328 2058-02-23  2039-01-01   70.939269
#> 329 2058-02-23  2040-01-01   71.493475
#> 330 2058-02-23  2041-01-01   72.316192
#> 331 2058-02-23  2042-01-01   74.482958
#> 332 2058-02-23  2043-01-01   79.271113
#> 333 2058-02-23  2044-01-01   82.679738
#> 334 2058-02-23  2045-01-01   81.301746
#> 335 2058-02-23  2046-01-01   76.038720
#> 336 2058-02-23  2047-01-01   61.594437
#> 337 2058-02-23  2048-01-01   45.219117
#> 338 2058-02-23  2049-01-01   32.428005
#> 339 2058-02-23  2050-01-01   21.616644
#> 340 2058-02-23  2051-01-01    6.046224
#> 341 2058-02-23  2052-01-01  -10.327299
#> 342 2058-02-23  2053-01-01  -23.476986
#> 343 2058-02-23  2054-01-01  -36.891400
#> 344 2058-02-23  2055-01-01  -49.112297
#> 345 2058-02-23  2056-01-01  -60.726596
#> 346 2058-02-23  2057-01-01  -74.225542
#> 347 2058-02-23  2058-01-01  -89.087889
#> 348 2058-02-23  2059-01-01          NA
#> 349 2058-02-23  2060-01-01          NA
#> 350 2058-02-23  2061-01-01          NA
#> 351 2058-05-01  2012-01-01   15.140036
#> 352 2058-05-01  2013-01-01   19.786665
#> 353 2058-05-01  2014-01-01   21.970190
#> 354 2058-05-01  2015-01-01   24.018508
#> 355 2058-05-01  2016-01-01   27.993036
#> 356 2058-05-01  2017-01-01   29.998236
#> 357 2058-05-01  2018-01-01   29.178804
#> 358 2058-05-01  2019-01-01   27.071013
#> 359 2058-05-01  2020-01-01   28.656620
#> 360 2058-05-01  2021-01-01   31.829941
#> 361 2058-05-01  2022-01-01   34.192444
#> 362 2058-05-01  2023-01-01   35.155892
#> 363 2058-05-01  2024-01-01   34.538613
#> 364 2058-05-01  2025-01-01   36.457712
#> 365 2058-05-01  2026-01-01   35.465149
#> 366 2058-05-01  2027-01-01   34.193118
#> 367 2058-05-01  2028-01-01   32.067280
#> 368 2058-05-01  2029-01-01   30.703212
#> 369 2058-05-01  2030-01-01   31.962435
#> 370 2058-05-01  2031-01-01   35.547317
#> 371 2058-05-01  2032-01-01   43.020846
#> 372 2058-05-01  2033-01-01   49.333753
#> 373 2058-05-01  2034-01-01   53.477246
#> 374 2058-05-01  2035-01-01   57.995571
#> 375 2058-05-01  2036-01-01   62.212411
#> 376 2058-05-01  2037-01-01   65.864284
#> 377 2058-05-01  2038-01-01   69.326878
#> 378 2058-05-01  2039-01-01   70.355257
#> 379 2058-05-01  2040-01-01   72.005283
#> 380 2058-05-01  2041-01-01   72.489772
#> 381 2058-05-01  2042-01-01   74.823620
#> 382 2058-05-01  2043-01-01   78.835896
#> 383 2058-05-01  2044-01-01   83.567130
#> 384 2058-05-01  2045-01-01   80.587520
#> 385 2058-05-01  2046-01-01   72.866520
#> 386 2058-05-01  2047-01-01   60.941386
#> 387 2058-05-01  2048-01-01   45.322056
#> 388 2058-05-01  2049-01-01   32.971897
#> 389 2058-05-01  2050-01-01   22.542569
#> 390 2058-05-01  2051-01-01    6.513368
#> 391 2058-05-01  2052-01-01  -11.768665
#> 392 2058-05-01  2053-01-01  -24.212940
#> 393 2058-05-01  2054-01-01  -36.242589
#> 394 2058-05-01  2055-01-01  -51.331397
#> 395 2058-05-01  2056-01-01  -60.544707
#> 396 2058-05-01  2057-01-01  -75.149297
#> 397 2058-05-01  2058-01-01  -88.206742
#> 398 2058-05-01  2059-01-01          NA
#> 399 2058-05-01  2060-01-01          NA
#> 400 2058-05-01  2061-01-01          NA
#> 401 2059-08-01  2012-01-01   15.134250
#> 402 2059-08-01  2013-01-01   19.790978
#> 403 2059-08-01  2014-01-01   21.982273
#> 404 2059-08-01  2015-01-01   24.000749
#> 405 2059-08-01  2016-01-01   27.957267
#> 406 2059-08-01  2017-01-01   29.995566
#> 407 2059-08-01  2018-01-01   29.185307
#> 408 2059-08-01  2019-01-01   27.076610
#> 409 2059-08-01  2020-01-01   28.644097
#> 410 2059-08-01  2021-01-01   31.835877
#> 411 2059-08-01  2022-01-01   34.184876
#> 412 2059-08-01  2023-01-01   35.303530
#> 413 2059-08-01  2024-01-01   34.409145
#> 414 2059-08-01  2025-01-01   36.382312
#> 415 2059-08-01  2026-01-01   35.491883
#> 416 2059-08-01  2027-01-01   34.144301
#> 417 2059-08-01  2028-01-01   32.353545
#> 418 2059-08-01  2029-01-01   30.574480
#> 419 2059-08-01  2030-01-01   31.911274
#> 420 2059-08-01  2031-01-01   35.601804
#> 421 2059-08-01  2032-01-01   43.078729
#> 422 2059-08-01  2033-01-01   49.330344
#> 423 2059-08-01  2034-01-01   53.543925
#> 424 2059-08-01  2035-01-01   57.816004
#> 425 2059-08-01  2036-01-01   62.115959
#> 426 2059-08-01  2037-01-01   65.990935
#> 427 2059-08-01  2038-01-01   69.260186
#> 428 2059-08-01  2039-01-01   70.485363
#> 429 2059-08-01  2040-01-01   71.846803
#> 430 2059-08-01  2041-01-01   72.957341
#> 431 2059-08-01  2042-01-01   74.211502
#> 432 2059-08-01  2043-01-01   78.881154
#> 433 2059-08-01  2044-01-01   84.535256
#> 434 2059-08-01  2045-01-01   80.244838
#> 435 2059-08-01  2046-01-01   73.765347
#> 436 2059-08-01  2047-01-01   61.113663
#> 437 2059-08-01  2048-01-01   45.964953
#> 438 2059-08-01  2049-01-01   32.730925
#> 439 2059-08-01  2050-01-01   21.907862
#> 440 2059-08-01  2051-01-01    6.405360
#> 441 2059-08-01  2052-01-01  -10.507096
#> 442 2059-08-01  2053-01-01  -23.999572
#> 443 2059-08-01  2054-01-01  -35.939690
#> 444 2059-08-01  2055-01-01  -50.092549
#> 445 2059-08-01  2056-01-01  -62.867247
#> 446 2059-08-01  2057-01-01  -75.917395
#> 447 2059-08-01  2058-01-01  -89.601771
#> 448 2059-08-01  2059-01-01 -111.729542
#> 449 2059-08-01  2060-01-01          NA
#> 450 2059-08-01  2061-01-01          NA
#> 451 2059-10-11  2012-01-01   15.126476
#> 452 2059-10-11  2013-01-01   19.788761
#> 453 2059-10-11  2014-01-01   21.970809
#> 454 2059-10-11  2015-01-01   24.009915
#> 455 2059-10-11  2016-01-01   27.968551
#> 456 2059-10-11  2017-01-01   29.999178
#> 457 2059-10-11  2018-01-01   29.190176
#> 458 2059-10-11  2019-01-01   27.064494
#> 459 2059-10-11  2020-01-01   28.647620
#> 460 2059-10-11  2021-01-01   31.835879
#> 461 2059-10-11  2022-01-01   34.184349
#> 462 2059-10-11  2023-01-01   35.294360
#> 463 2059-10-11  2024-01-01   34.437276
#> 464 2059-10-11  2025-01-01   36.409960
#> 465 2059-10-11  2026-01-01   35.486772
#> 466 2059-10-11  2027-01-01   34.160113
#> 467 2059-10-11  2028-01-01   32.295094
#> 468 2059-10-11  2029-01-01   30.556982
#> 469 2059-10-11  2030-01-01   31.897043
#> 470 2059-10-11  2031-01-01   35.659073
#> 471 2059-10-11  2032-01-01   43.096223
#> 472 2059-10-11  2033-01-01   49.326940
#> 473 2059-10-11  2034-01-01   53.532180
#> 474 2059-10-11  2035-01-01   57.754310
#> 475 2059-10-11  2036-01-01   62.203353
#> 476 2059-10-11  2037-01-01   65.910321
#> 477 2059-10-11  2038-01-01   69.210848
#> 478 2059-10-11  2039-01-01   70.487830
#> 479 2059-10-11  2040-01-01   72.188727
#> 480 2059-10-11  2041-01-01   72.750019
#> 481 2059-10-11  2042-01-01   73.895234
#> 482 2059-10-11  2043-01-01   79.064535
#> 483 2059-10-11  2044-01-01   84.245855
#> 484 2059-10-11  2045-01-01   80.671109
#> 485 2059-10-11  2046-01-01   73.705807
#> 486 2059-10-11  2047-01-01   60.825124
#> 487 2059-10-11  2048-01-01   45.208816
#> 488 2059-10-11  2049-01-01   32.805699
#> 489 2059-10-11  2050-01-01   22.182745
#> 490 2059-10-11  2051-01-01    6.757226
#> 491 2059-10-11  2052-01-01  -10.894223
#> 492 2059-10-11  2053-01-01  -23.425386
#> 493 2059-10-11  2054-01-01  -36.118542
#> 494 2059-10-11  2055-01-01  -50.185878
#> 495 2059-10-11  2056-01-01  -62.254921
#> 496 2059-10-11  2057-01-01  -75.114512
#> 497 2059-10-11  2058-01-01  -89.373398
#> 498 2059-10-11  2059-01-01 -110.774613
#> 499 2059-10-11  2060-01-01          NA
#> 500 2059-10-11  2061-01-01          NA
simulate_long(start_period = as.Date("2000-01-01"),
              n_period = 10L * 12L,
              periodicity = 12L)
#>        rev_date time_period   obs_values
#> 1    2002-08-27  2000-01-01   16.2624223
#> 2    2002-08-27  2000-02-01   12.5569901
#> 3    2002-08-27  2000-03-01   14.8939761
#> 4    2002-08-27  2000-04-01   13.3108637
#> 5    2002-08-27  2000-05-01   16.5284487
#> 6    2002-08-27  2000-06-01   16.4523416
#> 7    2002-08-27  2000-07-01   19.4985256
#> 8    2002-08-27  2000-08-01   16.2730478
#> 9    2002-08-27  2000-09-01   15.6794363
#> 10   2002-08-27  2000-10-01   12.4352423
#> 11   2002-08-27  2000-11-01   12.7222427
#> 12   2002-08-27  2000-12-01   13.7039825
#> 13   2002-08-27  2001-01-01   12.4780725
#> 14   2002-08-27  2001-02-01    9.2676776
#> 15   2002-08-27  2001-03-01   14.8147158
#> 16   2002-08-27  2001-04-01   10.9364294
#> 17   2002-08-27  2001-05-01   16.4111176
#> 18   2002-08-27  2001-06-01   25.9578444
#> 19   2002-08-27  2001-07-01   30.4036329
#> 20   2002-08-27  2001-08-01   27.9867616
#> 21   2002-08-27  2001-09-01   25.6040508
#> 22   2002-08-27  2001-10-01   22.7996754
#> 23   2002-08-27  2001-11-01   26.7558318
#> 24   2002-08-27  2001-12-01   21.3177112
#> 25   2002-08-27  2002-01-01   17.4885313
#> 26   2002-08-27  2002-02-01   16.4687517
#> 27   2002-08-27  2002-03-01   17.0739342
#> 28   2002-08-27  2002-04-01   20.4674859
#> 29   2002-08-27  2002-05-01   28.1381762
#> 30   2002-08-27  2002-06-01   26.8690847
#> 31   2002-08-27  2002-07-01   28.1247655
#> 32   2002-08-27  2002-08-01   30.1229669
#> 33   2002-08-27  2002-09-01           NA
#> 34   2002-08-27  2002-10-01           NA
#> 35   2002-08-27  2002-11-01           NA
#> 36   2002-08-27  2002-12-01           NA
#> 37   2002-08-27  2003-01-01           NA
#> 38   2002-08-27  2003-02-01           NA
#> 39   2002-08-27  2003-03-01           NA
#> 40   2002-08-27  2003-04-01           NA
#> 41   2002-08-27  2003-05-01           NA
#> 42   2002-08-27  2003-06-01           NA
#> 43   2002-08-27  2003-07-01           NA
#> 44   2002-08-27  2003-08-01           NA
#> 45   2002-08-27  2003-09-01           NA
#> 46   2002-08-27  2003-10-01           NA
#> 47   2002-08-27  2003-11-01           NA
#> 48   2002-08-27  2003-12-01           NA
#> 49   2002-08-27  2004-01-01           NA
#> 50   2002-08-27  2004-02-01           NA
#> 51   2002-08-27  2004-03-01           NA
#> 52   2002-08-27  2004-04-01           NA
#> 53   2002-08-27  2004-05-01           NA
#> 54   2002-08-27  2004-06-01           NA
#> 55   2002-08-27  2004-07-01           NA
#> 56   2002-08-27  2004-08-01           NA
#> 57   2002-08-27  2004-09-01           NA
#> 58   2002-08-27  2004-10-01           NA
#> 59   2002-08-27  2004-11-01           NA
#> 60   2002-08-27  2004-12-01           NA
#> 61   2002-08-27  2005-01-01           NA
#> 62   2002-08-27  2005-02-01           NA
#> 63   2002-08-27  2005-03-01           NA
#> 64   2002-08-27  2005-04-01           NA
#> 65   2002-08-27  2005-05-01           NA
#> 66   2002-08-27  2005-06-01           NA
#> 67   2002-08-27  2005-07-01           NA
#> 68   2002-08-27  2005-08-01           NA
#> 69   2002-08-27  2005-09-01           NA
#> 70   2002-08-27  2005-10-01           NA
#> 71   2002-08-27  2005-11-01           NA
#> 72   2002-08-27  2005-12-01           NA
#> 73   2002-08-27  2006-01-01           NA
#> 74   2002-08-27  2006-02-01           NA
#> 75   2002-08-27  2006-03-01           NA
#> 76   2002-08-27  2006-04-01           NA
#> 77   2002-08-27  2006-05-01           NA
#> 78   2002-08-27  2006-06-01           NA
#> 79   2002-08-27  2006-07-01           NA
#> 80   2002-08-27  2006-08-01           NA
#> 81   2002-08-27  2006-09-01           NA
#> 82   2002-08-27  2006-10-01           NA
#> 83   2002-08-27  2006-11-01           NA
#> 84   2002-08-27  2006-12-01           NA
#> 85   2002-08-27  2007-01-01           NA
#> 86   2002-08-27  2007-02-01           NA
#> 87   2002-08-27  2007-03-01           NA
#> 88   2002-08-27  2007-04-01           NA
#> 89   2002-08-27  2007-05-01           NA
#> 90   2002-08-27  2007-06-01           NA
#> 91   2002-08-27  2007-07-01           NA
#> 92   2002-08-27  2007-08-01           NA
#> 93   2002-08-27  2007-09-01           NA
#> 94   2002-08-27  2007-10-01           NA
#> 95   2002-08-27  2007-11-01           NA
#> 96   2002-08-27  2007-12-01           NA
#> 97   2002-08-27  2008-01-01           NA
#> 98   2002-08-27  2008-02-01           NA
#> 99   2002-08-27  2008-03-01           NA
#> 100  2002-08-27  2008-04-01           NA
#> 101  2002-08-27  2008-05-01           NA
#> 102  2002-08-27  2008-06-01           NA
#> 103  2002-08-27  2008-07-01           NA
#> 104  2002-08-27  2008-08-01           NA
#> 105  2002-08-27  2008-09-01           NA
#> 106  2002-08-27  2008-10-01           NA
#> 107  2002-08-27  2008-11-01           NA
#> 108  2002-08-27  2008-12-01           NA
#> 109  2002-08-27  2009-01-01           NA
#> 110  2002-08-27  2009-02-01           NA
#> 111  2002-08-27  2009-03-01           NA
#> 112  2002-08-27  2009-04-01           NA
#> 113  2002-08-27  2009-05-01           NA
#> 114  2002-08-27  2009-06-01           NA
#> 115  2002-08-27  2009-07-01           NA
#> 116  2002-08-27  2009-08-01           NA
#> 117  2002-08-27  2009-09-01           NA
#> 118  2002-08-27  2009-10-01           NA
#> 119  2002-08-27  2009-11-01           NA
#> 120  2002-08-27  2009-12-01           NA
#> 121  2002-09-26  2000-01-01   14.7576731
#> 122  2002-09-26  2000-02-01   15.8159116
#> 123  2002-09-26  2000-03-01   15.9652265
#> 124  2002-09-26  2000-04-01   14.0748113
#> 125  2002-09-26  2000-05-01   14.3518063
#> 126  2002-09-26  2000-06-01   17.6468078
#> 127  2002-09-26  2000-07-01   23.5744321
#> 128  2002-09-26  2000-08-01   15.4955514
#> 129  2002-09-26  2000-09-01   13.9471982
#> 130  2002-09-26  2000-10-01   14.1983123
#> 131  2002-09-26  2000-11-01   13.4776652
#> 132  2002-09-26  2000-12-01   12.1121278
#> 133  2002-09-26  2001-01-01   11.9412191
#> 134  2002-09-26  2001-02-01   10.4391977
#> 135  2002-09-26  2001-03-01   13.6540887
#> 136  2002-09-26  2001-04-01   14.7004482
#> 137  2002-09-26  2001-05-01   16.2187166
#> 138  2002-09-26  2001-06-01   27.0124266
#> 139  2002-09-26  2001-07-01   32.0815487
#> 140  2002-09-26  2001-08-01   29.4314936
#> 141  2002-09-26  2001-09-01   25.5834844
#> 142  2002-09-26  2001-10-01   21.5063280
#> 143  2002-09-26  2001-11-01   22.5923994
#> 144  2002-09-26  2001-12-01   21.2727112
#> 145  2002-09-26  2002-01-01   14.8422142
#> 146  2002-09-26  2002-02-01   13.7518894
#> 147  2002-09-26  2002-03-01   20.4379287
#> 148  2002-09-26  2002-04-01   21.9051554
#> 149  2002-09-26  2002-05-01   26.9495131
#> 150  2002-09-26  2002-06-01   26.5771232
#> 151  2002-09-26  2002-07-01   28.8200416
#> 152  2002-09-26  2002-08-01   31.7892132
#> 153  2002-09-26  2002-09-01   32.9209836
#> 154  2002-09-26  2002-10-01           NA
#> 155  2002-09-26  2002-11-01           NA
#> 156  2002-09-26  2002-12-01           NA
#> 157  2002-09-26  2003-01-01           NA
#> 158  2002-09-26  2003-02-01           NA
#> 159  2002-09-26  2003-03-01           NA
#> 160  2002-09-26  2003-04-01           NA
#> 161  2002-09-26  2003-05-01           NA
#> 162  2002-09-26  2003-06-01           NA
#> 163  2002-09-26  2003-07-01           NA
#> 164  2002-09-26  2003-08-01           NA
#> 165  2002-09-26  2003-09-01           NA
#> 166  2002-09-26  2003-10-01           NA
#> 167  2002-09-26  2003-11-01           NA
#> 168  2002-09-26  2003-12-01           NA
#> 169  2002-09-26  2004-01-01           NA
#> 170  2002-09-26  2004-02-01           NA
#> 171  2002-09-26  2004-03-01           NA
#> 172  2002-09-26  2004-04-01           NA
#> 173  2002-09-26  2004-05-01           NA
#> 174  2002-09-26  2004-06-01           NA
#> 175  2002-09-26  2004-07-01           NA
#> 176  2002-09-26  2004-08-01           NA
#> 177  2002-09-26  2004-09-01           NA
#> 178  2002-09-26  2004-10-01           NA
#> 179  2002-09-26  2004-11-01           NA
#> 180  2002-09-26  2004-12-01           NA
#> 181  2002-09-26  2005-01-01           NA
#> 182  2002-09-26  2005-02-01           NA
#> 183  2002-09-26  2005-03-01           NA
#> 184  2002-09-26  2005-04-01           NA
#> 185  2002-09-26  2005-05-01           NA
#> 186  2002-09-26  2005-06-01           NA
#> 187  2002-09-26  2005-07-01           NA
#> 188  2002-09-26  2005-08-01           NA
#> 189  2002-09-26  2005-09-01           NA
#> 190  2002-09-26  2005-10-01           NA
#> 191  2002-09-26  2005-11-01           NA
#> 192  2002-09-26  2005-12-01           NA
#> 193  2002-09-26  2006-01-01           NA
#> 194  2002-09-26  2006-02-01           NA
#> 195  2002-09-26  2006-03-01           NA
#> 196  2002-09-26  2006-04-01           NA
#> 197  2002-09-26  2006-05-01           NA
#> 198  2002-09-26  2006-06-01           NA
#> 199  2002-09-26  2006-07-01           NA
#> 200  2002-09-26  2006-08-01           NA
#> 201  2002-09-26  2006-09-01           NA
#> 202  2002-09-26  2006-10-01           NA
#> 203  2002-09-26  2006-11-01           NA
#> 204  2002-09-26  2006-12-01           NA
#> 205  2002-09-26  2007-01-01           NA
#> 206  2002-09-26  2007-02-01           NA
#> 207  2002-09-26  2007-03-01           NA
#> 208  2002-09-26  2007-04-01           NA
#> 209  2002-09-26  2007-05-01           NA
#> 210  2002-09-26  2007-06-01           NA
#> 211  2002-09-26  2007-07-01           NA
#> 212  2002-09-26  2007-08-01           NA
#> 213  2002-09-26  2007-09-01           NA
#> 214  2002-09-26  2007-10-01           NA
#> 215  2002-09-26  2007-11-01           NA
#> 216  2002-09-26  2007-12-01           NA
#> 217  2002-09-26  2008-01-01           NA
#> 218  2002-09-26  2008-02-01           NA
#> 219  2002-09-26  2008-03-01           NA
#> 220  2002-09-26  2008-04-01           NA
#> 221  2002-09-26  2008-05-01           NA
#> 222  2002-09-26  2008-06-01           NA
#> 223  2002-09-26  2008-07-01           NA
#> 224  2002-09-26  2008-08-01           NA
#> 225  2002-09-26  2008-09-01           NA
#> 226  2002-09-26  2008-10-01           NA
#> 227  2002-09-26  2008-11-01           NA
#> 228  2002-09-26  2008-12-01           NA
#> 229  2002-09-26  2009-01-01           NA
#> 230  2002-09-26  2009-02-01           NA
#> 231  2002-09-26  2009-03-01           NA
#> 232  2002-09-26  2009-04-01           NA
#> 233  2002-09-26  2009-05-01           NA
#> 234  2002-09-26  2009-06-01           NA
#> 235  2002-09-26  2009-07-01           NA
#> 236  2002-09-26  2009-08-01           NA
#> 237  2002-09-26  2009-09-01           NA
#> 238  2002-09-26  2009-10-01           NA
#> 239  2002-09-26  2009-11-01           NA
#> 240  2002-09-26  2009-12-01           NA
#> 241  2004-07-03  2000-01-01   15.1729706
#> 242  2004-07-03  2000-02-01   14.5014781
#> 243  2004-07-03  2000-03-01   16.4393608
#> 244  2004-07-03  2000-04-01   14.0448085
#> 245  2004-07-03  2000-05-01   13.7622349
#> 246  2004-07-03  2000-06-01   16.0509591
#> 247  2004-07-03  2000-07-01   21.2188783
#> 248  2004-07-03  2000-08-01   17.4081486
#> 249  2004-07-03  2000-09-01   15.1483410
#> 250  2004-07-03  2000-10-01   13.0755979
#> 251  2004-07-03  2000-11-01   13.5421286
#> 252  2004-07-03  2000-12-01   11.6971366
#> 253  2004-07-03  2001-01-01   12.2742962
#> 254  2004-07-03  2001-02-01   10.1742668
#> 255  2004-07-03  2001-03-01   13.9025546
#> 256  2004-07-03  2001-04-01   14.3777213
#> 257  2004-07-03  2001-05-01   16.8195069
#> 258  2004-07-03  2001-06-01   24.8788849
#> 259  2004-07-03  2001-07-01   32.2910801
#> 260  2004-07-03  2001-08-01   28.4509408
#> 261  2004-07-03  2001-09-01   27.5180791
#> 262  2004-07-03  2001-10-01   23.6302681
#> 263  2004-07-03  2001-11-01   24.6086086
#> 264  2004-07-03  2001-12-01   20.8045424
#> 265  2004-07-03  2002-01-01   15.0804665
#> 266  2004-07-03  2002-02-01   15.1447166
#> 267  2004-07-03  2002-03-01   20.1601602
#> 268  2004-07-03  2002-04-01   24.5269334
#> 269  2004-07-03  2002-05-01   26.9409085
#> 270  2004-07-03  2002-06-01   26.2805124
#> 271  2004-07-03  2002-07-01   29.4223028
#> 272  2004-07-03  2002-08-01   31.0969621
#> 273  2004-07-03  2002-09-01   31.4018012
#> 274  2004-07-03  2002-10-01   29.3472748
#> 275  2004-07-03  2002-11-01   32.6505941
#> 276  2004-07-03  2002-12-01   26.0051830
#> 277  2004-07-03  2003-01-01   23.4685892
#> 278  2004-07-03  2003-02-01   19.0299683
#> 279  2004-07-03  2003-03-01   22.2841439
#> 280  2004-07-03  2003-04-01   24.5647969
#> 281  2004-07-03  2003-05-01   29.9441013
#> 282  2004-07-03  2003-06-01   28.9930354
#> 283  2004-07-03  2003-07-01   25.7371486
#> 284  2004-07-03  2003-08-01   30.0408513
#> 285  2004-07-03  2003-09-01   28.5569759
#> 286  2004-07-03  2003-10-01   26.3958018
#> 287  2004-07-03  2003-11-01   26.7454879
#> 288  2004-07-03  2003-12-01   23.5074697
#> 289  2004-07-03  2004-01-01   19.2586261
#> 290  2004-07-03  2004-02-01   18.3817248
#> 291  2004-07-03  2004-03-01   14.4266297
#> 292  2004-07-03  2004-04-01   19.9814834
#> 293  2004-07-03  2004-05-01   22.1482416
#> 294  2004-07-03  2004-06-01   23.2186565
#> 295  2004-07-03  2004-07-01   28.5810133
#> 296  2004-07-03  2004-08-01           NA
#> 297  2004-07-03  2004-09-01           NA
#> 298  2004-07-03  2004-10-01           NA
#> 299  2004-07-03  2004-11-01           NA
#> 300  2004-07-03  2004-12-01           NA
#> 301  2004-07-03  2005-01-01           NA
#> 302  2004-07-03  2005-02-01           NA
#> 303  2004-07-03  2005-03-01           NA
#> 304  2004-07-03  2005-04-01           NA
#> 305  2004-07-03  2005-05-01           NA
#> 306  2004-07-03  2005-06-01           NA
#> 307  2004-07-03  2005-07-01           NA
#> 308  2004-07-03  2005-08-01           NA
#> 309  2004-07-03  2005-09-01           NA
#> 310  2004-07-03  2005-10-01           NA
#> 311  2004-07-03  2005-11-01           NA
#> 312  2004-07-03  2005-12-01           NA
#> 313  2004-07-03  2006-01-01           NA
#> 314  2004-07-03  2006-02-01           NA
#> 315  2004-07-03  2006-03-01           NA
#> 316  2004-07-03  2006-04-01           NA
#> 317  2004-07-03  2006-05-01           NA
#> 318  2004-07-03  2006-06-01           NA
#> 319  2004-07-03  2006-07-01           NA
#> 320  2004-07-03  2006-08-01           NA
#> 321  2004-07-03  2006-09-01           NA
#> 322  2004-07-03  2006-10-01           NA
#> 323  2004-07-03  2006-11-01           NA
#> 324  2004-07-03  2006-12-01           NA
#> 325  2004-07-03  2007-01-01           NA
#> 326  2004-07-03  2007-02-01           NA
#> 327  2004-07-03  2007-03-01           NA
#> 328  2004-07-03  2007-04-01           NA
#> 329  2004-07-03  2007-05-01           NA
#> 330  2004-07-03  2007-06-01           NA
#> 331  2004-07-03  2007-07-01           NA
#> 332  2004-07-03  2007-08-01           NA
#> 333  2004-07-03  2007-09-01           NA
#> 334  2004-07-03  2007-10-01           NA
#> 335  2004-07-03  2007-11-01           NA
#> 336  2004-07-03  2007-12-01           NA
#> 337  2004-07-03  2008-01-01           NA
#> 338  2004-07-03  2008-02-01           NA
#> 339  2004-07-03  2008-03-01           NA
#> 340  2004-07-03  2008-04-01           NA
#> 341  2004-07-03  2008-05-01           NA
#> 342  2004-07-03  2008-06-01           NA
#> 343  2004-07-03  2008-07-01           NA
#> 344  2004-07-03  2008-08-01           NA
#> 345  2004-07-03  2008-09-01           NA
#> 346  2004-07-03  2008-10-01           NA
#> 347  2004-07-03  2008-11-01           NA
#> 348  2004-07-03  2008-12-01           NA
#> 349  2004-07-03  2009-01-01           NA
#> 350  2004-07-03  2009-02-01           NA
#> 351  2004-07-03  2009-03-01           NA
#> 352  2004-07-03  2009-04-01           NA
#> 353  2004-07-03  2009-05-01           NA
#> 354  2004-07-03  2009-06-01           NA
#> 355  2004-07-03  2009-07-01           NA
#> 356  2004-07-03  2009-08-01           NA
#> 357  2004-07-03  2009-09-01           NA
#> 358  2004-07-03  2009-10-01           NA
#> 359  2004-07-03  2009-11-01           NA
#> 360  2004-07-03  2009-12-01           NA
#> 361  2004-07-17  2000-01-01   14.3870579
#> 362  2004-07-17  2000-02-01   14.6061910
#> 363  2004-07-17  2000-03-01   16.4034635
#> 364  2004-07-17  2000-04-01   14.0936268
#> 365  2004-07-17  2000-05-01   13.3501405
#> 366  2004-07-17  2000-06-01   16.8588908
#> 367  2004-07-17  2000-07-01   21.1394991
#> 368  2004-07-17  2000-08-01   16.5673708
#> 369  2004-07-17  2000-09-01   14.9191821
#> 370  2004-07-17  2000-10-01   13.0258191
#> 371  2004-07-17  2000-11-01   12.6652261
#> 372  2004-07-17  2000-12-01   11.5735580
#> 373  2004-07-17  2001-01-01   11.5827471
#> 374  2004-07-17  2001-02-01   10.4720173
#> 375  2004-07-17  2001-03-01   13.6832344
#> 376  2004-07-17  2001-04-01   15.0256830
#> 377  2004-07-17  2001-05-01   17.2309134
#> 378  2004-07-17  2001-06-01   24.7436093
#> 379  2004-07-17  2001-07-01   32.1971464
#> 380  2004-07-17  2001-08-01   28.1466504
#> 381  2004-07-17  2001-09-01   26.8547346
#> 382  2004-07-17  2001-10-01   23.2762672
#> 383  2004-07-17  2001-11-01   24.0739391
#> 384  2004-07-17  2001-12-01   20.7342646
#> 385  2004-07-17  2002-01-01   15.6158324
#> 386  2004-07-17  2002-02-01   15.5067297
#> 387  2004-07-17  2002-03-01   19.2812466
#> 388  2004-07-17  2002-04-01   22.8839519
#> 389  2004-07-17  2002-05-01   26.3250771
#> 390  2004-07-17  2002-06-01   26.4944191
#> 391  2004-07-17  2002-07-01   30.1221055
#> 392  2004-07-17  2002-08-01   30.7015829
#> 393  2004-07-17  2002-09-01   31.7587850
#> 394  2004-07-17  2002-10-01   30.6869765
#> 395  2004-07-17  2002-11-01   30.7122758
#> 396  2004-07-17  2002-12-01   29.4047115
#> 397  2004-07-17  2003-01-01   24.5755777
#> 398  2004-07-17  2003-02-01   20.5110664
#> 399  2004-07-17  2003-03-01   24.6575952
#> 400  2004-07-17  2003-04-01   26.5240789
#> 401  2004-07-17  2003-05-01   31.4634714
#> 402  2004-07-17  2003-06-01   24.3711075
#> 403  2004-07-17  2003-07-01   26.4165675
#> 404  2004-07-17  2003-08-01   28.2718264
#> 405  2004-07-17  2003-09-01   28.6937743
#> 406  2004-07-17  2003-10-01   26.3545013
#> 407  2004-07-17  2003-11-01   24.0236976
#> 408  2004-07-17  2003-12-01   22.9665256
#> 409  2004-07-17  2004-01-01   18.8193554
#> 410  2004-07-17  2004-02-01   15.6914731
#> 411  2004-07-17  2004-03-01   14.8443004
#> 412  2004-07-17  2004-04-01   19.4310929
#> 413  2004-07-17  2004-05-01   23.4483811
#> 414  2004-07-17  2004-06-01   23.2809754
#> 415  2004-07-17  2004-07-01   23.1105865
#> 416  2004-07-17  2004-08-01           NA
#> 417  2004-07-17  2004-09-01           NA
#> 418  2004-07-17  2004-10-01           NA
#> 419  2004-07-17  2004-11-01           NA
#> 420  2004-07-17  2004-12-01           NA
#> 421  2004-07-17  2005-01-01           NA
#> 422  2004-07-17  2005-02-01           NA
#> 423  2004-07-17  2005-03-01           NA
#> 424  2004-07-17  2005-04-01           NA
#> 425  2004-07-17  2005-05-01           NA
#> 426  2004-07-17  2005-06-01           NA
#> 427  2004-07-17  2005-07-01           NA
#> 428  2004-07-17  2005-08-01           NA
#> 429  2004-07-17  2005-09-01           NA
#> 430  2004-07-17  2005-10-01           NA
#> 431  2004-07-17  2005-11-01           NA
#> 432  2004-07-17  2005-12-01           NA
#> 433  2004-07-17  2006-01-01           NA
#> 434  2004-07-17  2006-02-01           NA
#> 435  2004-07-17  2006-03-01           NA
#> 436  2004-07-17  2006-04-01           NA
#> 437  2004-07-17  2006-05-01           NA
#> 438  2004-07-17  2006-06-01           NA
#> 439  2004-07-17  2006-07-01           NA
#> 440  2004-07-17  2006-08-01           NA
#> 441  2004-07-17  2006-09-01           NA
#> 442  2004-07-17  2006-10-01           NA
#> 443  2004-07-17  2006-11-01           NA
#> 444  2004-07-17  2006-12-01           NA
#> 445  2004-07-17  2007-01-01           NA
#> 446  2004-07-17  2007-02-01           NA
#> 447  2004-07-17  2007-03-01           NA
#> 448  2004-07-17  2007-04-01           NA
#> 449  2004-07-17  2007-05-01           NA
#> 450  2004-07-17  2007-06-01           NA
#> 451  2004-07-17  2007-07-01           NA
#> 452  2004-07-17  2007-08-01           NA
#> 453  2004-07-17  2007-09-01           NA
#> 454  2004-07-17  2007-10-01           NA
#> 455  2004-07-17  2007-11-01           NA
#> 456  2004-07-17  2007-12-01           NA
#> 457  2004-07-17  2008-01-01           NA
#> 458  2004-07-17  2008-02-01           NA
#> 459  2004-07-17  2008-03-01           NA
#> 460  2004-07-17  2008-04-01           NA
#> 461  2004-07-17  2008-05-01           NA
#> 462  2004-07-17  2008-06-01           NA
#> 463  2004-07-17  2008-07-01           NA
#> 464  2004-07-17  2008-08-01           NA
#> 465  2004-07-17  2008-09-01           NA
#> 466  2004-07-17  2008-10-01           NA
#> 467  2004-07-17  2008-11-01           NA
#> 468  2004-07-17  2008-12-01           NA
#> 469  2004-07-17  2009-01-01           NA
#> 470  2004-07-17  2009-02-01           NA
#> 471  2004-07-17  2009-03-01           NA
#> 472  2004-07-17  2009-04-01           NA
#> 473  2004-07-17  2009-05-01           NA
#> 474  2004-07-17  2009-06-01           NA
#> 475  2004-07-17  2009-07-01           NA
#> 476  2004-07-17  2009-08-01           NA
#> 477  2004-07-17  2009-09-01           NA
#> 478  2004-07-17  2009-10-01           NA
#> 479  2004-07-17  2009-11-01           NA
#> 480  2004-07-17  2009-12-01           NA
#> 481  2004-07-31  2000-01-01   14.5809391
#> 482  2004-07-31  2000-02-01   14.8029781
#> 483  2004-07-31  2000-03-01   16.2375755
#> 484  2004-07-31  2000-04-01   13.7497498
#> 485  2004-07-31  2000-05-01   13.2802721
#> 486  2004-07-31  2000-06-01   16.6541083
#> 487  2004-07-31  2000-07-01   21.2504272
#> 488  2004-07-31  2000-08-01   16.8494385
#> 489  2004-07-31  2000-09-01   14.9541731
#> 490  2004-07-31  2000-10-01   13.2357272
#> 491  2004-07-31  2000-11-01   13.1276192
#> 492  2004-07-31  2000-12-01   11.0390242
#> 493  2004-07-31  2001-01-01   11.4048759
#> 494  2004-07-31  2001-02-01   10.3236590
#> 495  2004-07-31  2001-03-01   13.6259105
#> 496  2004-07-31  2001-04-01   14.9725763
#> 497  2004-07-31  2001-05-01   17.2401835
#> 498  2004-07-31  2001-06-01   24.9414320
#> 499  2004-07-31  2001-07-01   32.0831058
#> 500  2004-07-31  2001-08-01   27.8890980
#> 501  2004-07-31  2001-09-01   26.6131662
#> 502  2004-07-31  2001-10-01   23.4015866
#> 503  2004-07-31  2001-11-01   24.0749346
#> 504  2004-07-31  2001-12-01   20.8602683
#> 505  2004-07-31  2002-01-01   15.3581872
#> 506  2004-07-31  2002-02-01   15.5856264
#> 507  2004-07-31  2002-03-01   19.0789117
#> 508  2004-07-31  2002-04-01   23.1598210
#> 509  2004-07-31  2002-05-01   26.4488531
#> 510  2004-07-31  2002-06-01   26.7326271
#> 511  2004-07-31  2002-07-01   29.9754142
#> 512  2004-07-31  2002-08-01   30.7710049
#> 513  2004-07-31  2002-09-01   31.8256083
#> 514  2004-07-31  2002-10-01   29.6718577
#> 515  2004-07-31  2002-11-01   30.5021045
#> 516  2004-07-31  2002-12-01   30.0587247
#> 517  2004-07-31  2003-01-01   24.3405725
#> 518  2004-07-31  2003-02-01   21.5927026
#> 519  2004-07-31  2003-03-01   22.8422411
#> 520  2004-07-31  2003-04-01   27.4066404
#> 521  2004-07-31  2003-05-01   29.8571007
#> 522  2004-07-31  2003-06-01   27.3549533
#> 523  2004-07-31  2003-07-01   28.6545734
#> 524  2004-07-31  2003-08-01   29.1080524
#> 525  2004-07-31  2003-09-01   28.5689494
#> 526  2004-07-31  2003-10-01   26.7261985
#> 527  2004-07-31  2003-11-01   25.3965954
#> 528  2004-07-31  2003-12-01   23.1373804
#> 529  2004-07-31  2004-01-01   18.0625947
#> 530  2004-07-31  2004-02-01   16.8093485
#> 531  2004-07-31  2004-03-01   16.7396830
#> 532  2004-07-31  2004-04-01   19.0174772
#> 533  2004-07-31  2004-05-01   24.4862206
#> 534  2004-07-31  2004-06-01   25.3629107
#> 535  2004-07-31  2004-07-01   24.0901045
#> 536  2004-07-31  2004-08-01           NA
#> 537  2004-07-31  2004-09-01           NA
#> 538  2004-07-31  2004-10-01           NA
#> 539  2004-07-31  2004-11-01           NA
#> 540  2004-07-31  2004-12-01           NA
#> 541  2004-07-31  2005-01-01           NA
#> 542  2004-07-31  2005-02-01           NA
#> 543  2004-07-31  2005-03-01           NA
#> 544  2004-07-31  2005-04-01           NA
#> 545  2004-07-31  2005-05-01           NA
#> 546  2004-07-31  2005-06-01           NA
#> 547  2004-07-31  2005-07-01           NA
#> 548  2004-07-31  2005-08-01           NA
#> 549  2004-07-31  2005-09-01           NA
#> 550  2004-07-31  2005-10-01           NA
#> 551  2004-07-31  2005-11-01           NA
#> 552  2004-07-31  2005-12-01           NA
#> 553  2004-07-31  2006-01-01           NA
#> 554  2004-07-31  2006-02-01           NA
#> 555  2004-07-31  2006-03-01           NA
#> 556  2004-07-31  2006-04-01           NA
#> 557  2004-07-31  2006-05-01           NA
#> 558  2004-07-31  2006-06-01           NA
#> 559  2004-07-31  2006-07-01           NA
#> 560  2004-07-31  2006-08-01           NA
#> 561  2004-07-31  2006-09-01           NA
#> 562  2004-07-31  2006-10-01           NA
#> 563  2004-07-31  2006-11-01           NA
#> 564  2004-07-31  2006-12-01           NA
#> 565  2004-07-31  2007-01-01           NA
#> 566  2004-07-31  2007-02-01           NA
#> 567  2004-07-31  2007-03-01           NA
#> 568  2004-07-31  2007-04-01           NA
#> 569  2004-07-31  2007-05-01           NA
#> 570  2004-07-31  2007-06-01           NA
#> 571  2004-07-31  2007-07-01           NA
#> 572  2004-07-31  2007-08-01           NA
#> 573  2004-07-31  2007-09-01           NA
#> 574  2004-07-31  2007-10-01           NA
#> 575  2004-07-31  2007-11-01           NA
#> 576  2004-07-31  2007-12-01           NA
#> 577  2004-07-31  2008-01-01           NA
#> 578  2004-07-31  2008-02-01           NA
#> 579  2004-07-31  2008-03-01           NA
#> 580  2004-07-31  2008-04-01           NA
#> 581  2004-07-31  2008-05-01           NA
#> 582  2004-07-31  2008-06-01           NA
#> 583  2004-07-31  2008-07-01           NA
#> 584  2004-07-31  2008-08-01           NA
#> 585  2004-07-31  2008-09-01           NA
#> 586  2004-07-31  2008-10-01           NA
#> 587  2004-07-31  2008-11-01           NA
#> 588  2004-07-31  2008-12-01           NA
#> 589  2004-07-31  2009-01-01           NA
#> 590  2004-07-31  2009-02-01           NA
#> 591  2004-07-31  2009-03-01           NA
#> 592  2004-07-31  2009-04-01           NA
#> 593  2004-07-31  2009-05-01           NA
#> 594  2004-07-31  2009-06-01           NA
#> 595  2004-07-31  2009-07-01           NA
#> 596  2004-07-31  2009-08-01           NA
#> 597  2004-07-31  2009-09-01           NA
#> 598  2004-07-31  2009-10-01           NA
#> 599  2004-07-31  2009-11-01           NA
#> 600  2004-07-31  2009-12-01           NA
#> 601  2004-10-10  2000-01-01   14.6946325
#> 602  2004-10-10  2000-02-01   14.6058502
#> 603  2004-10-10  2000-03-01   16.1203075
#> 604  2004-10-10  2000-04-01   13.9095064
#> 605  2004-10-10  2000-05-01   13.4433084
#> 606  2004-10-10  2000-06-01   16.8060990
#> 607  2004-10-10  2000-07-01   21.3491591
#> 608  2004-10-10  2000-08-01   16.7487463
#> 609  2004-10-10  2000-09-01   15.0570022
#> 610  2004-10-10  2000-10-01   13.1484992
#> 611  2004-10-10  2000-11-01   12.9856119
#> 612  2004-10-10  2000-12-01   11.2401108
#> 613  2004-10-10  2001-01-01   11.7299045
#> 614  2004-10-10  2001-02-01   10.3835025
#> 615  2004-10-10  2001-03-01   13.6692491
#> 616  2004-10-10  2001-04-01   14.8518750
#> 617  2004-10-10  2001-05-01   17.1522132
#> 618  2004-10-10  2001-06-01   24.9806600
#> 619  2004-10-10  2001-07-01   32.3064808
#> 620  2004-10-10  2001-08-01   27.8197190
#> 621  2004-10-10  2001-09-01   26.6896318
#> 622  2004-10-10  2001-10-01   23.1434903
#> 623  2004-10-10  2001-11-01   23.8894912
#> 624  2004-10-10  2001-12-01   20.9022017
#> 625  2004-10-10  2002-01-01   15.4935405
#> 626  2004-10-10  2002-02-01   15.5833565
#> 627  2004-10-10  2002-03-01   19.0820048
#> 628  2004-10-10  2002-04-01   23.1612458
#> 629  2004-10-10  2002-05-01   26.3613773
#> 630  2004-10-10  2002-06-01   26.6345987
#> 631  2004-10-10  2002-07-01   29.8203739
#> 632  2004-10-10  2002-08-01   30.8739344
#> 633  2004-10-10  2002-09-01   31.5606573
#> 634  2004-10-10  2002-10-01   29.8757411
#> 635  2004-10-10  2002-11-01   30.6951056
#> 636  2004-10-10  2002-12-01   28.8325568
#> 637  2004-10-10  2003-01-01   24.6985570
#> 638  2004-10-10  2003-02-01   21.0373726
#> 639  2004-10-10  2003-03-01   22.3611170
#> 640  2004-10-10  2003-04-01   27.1237833
#> 641  2004-10-10  2003-05-01   29.8745122
#> 642  2004-10-10  2003-06-01   27.3763310
#> 643  2004-10-10  2003-07-01   28.3490460
#> 644  2004-10-10  2003-08-01   29.5033085
#> 645  2004-10-10  2003-09-01   28.6634341
#> 646  2004-10-10  2003-10-01   27.2778764
#> 647  2004-10-10  2003-11-01   25.4104573
#> 648  2004-10-10  2003-12-01   22.8088303
#> 649  2004-10-10  2004-01-01   18.7060251
#> 650  2004-10-10  2004-02-01   16.3872103
#> 651  2004-10-10  2004-03-01   15.5693123
#> 652  2004-10-10  2004-04-01   19.4149832
#> 653  2004-10-10  2004-05-01   23.8591706
#> 654  2004-10-10  2004-06-01   24.2581876
#> 655  2004-10-10  2004-07-01   23.3779247
#> 656  2004-10-10  2004-08-01   18.0749625
#> 657  2004-10-10  2004-09-01   14.2343834
#> 658  2004-10-10  2004-10-01   11.4680002
#> 659  2004-10-10  2004-11-01           NA
#> 660  2004-10-10  2004-12-01           NA
#> 661  2004-10-10  2005-01-01           NA
#> 662  2004-10-10  2005-02-01           NA
#> 663  2004-10-10  2005-03-01           NA
#> 664  2004-10-10  2005-04-01           NA
#> 665  2004-10-10  2005-05-01           NA
#> 666  2004-10-10  2005-06-01           NA
#> 667  2004-10-10  2005-07-01           NA
#> 668  2004-10-10  2005-08-01           NA
#> 669  2004-10-10  2005-09-01           NA
#> 670  2004-10-10  2005-10-01           NA
#> 671  2004-10-10  2005-11-01           NA
#> 672  2004-10-10  2005-12-01           NA
#> 673  2004-10-10  2006-01-01           NA
#> 674  2004-10-10  2006-02-01           NA
#> 675  2004-10-10  2006-03-01           NA
#> 676  2004-10-10  2006-04-01           NA
#> 677  2004-10-10  2006-05-01           NA
#> 678  2004-10-10  2006-06-01           NA
#> 679  2004-10-10  2006-07-01           NA
#> 680  2004-10-10  2006-08-01           NA
#> 681  2004-10-10  2006-09-01           NA
#> 682  2004-10-10  2006-10-01           NA
#> 683  2004-10-10  2006-11-01           NA
#> 684  2004-10-10  2006-12-01           NA
#> 685  2004-10-10  2007-01-01           NA
#> 686  2004-10-10  2007-02-01           NA
#> 687  2004-10-10  2007-03-01           NA
#> 688  2004-10-10  2007-04-01           NA
#> 689  2004-10-10  2007-05-01           NA
#> 690  2004-10-10  2007-06-01           NA
#> 691  2004-10-10  2007-07-01           NA
#> 692  2004-10-10  2007-08-01           NA
#> 693  2004-10-10  2007-09-01           NA
#> 694  2004-10-10  2007-10-01           NA
#> 695  2004-10-10  2007-11-01           NA
#> 696  2004-10-10  2007-12-01           NA
#> 697  2004-10-10  2008-01-01           NA
#> 698  2004-10-10  2008-02-01           NA
#> 699  2004-10-10  2008-03-01           NA
#> 700  2004-10-10  2008-04-01           NA
#> 701  2004-10-10  2008-05-01           NA
#> 702  2004-10-10  2008-06-01           NA
#> 703  2004-10-10  2008-07-01           NA
#> 704  2004-10-10  2008-08-01           NA
#> 705  2004-10-10  2008-09-01           NA
#> 706  2004-10-10  2008-10-01           NA
#> 707  2004-10-10  2008-11-01           NA
#> 708  2004-10-10  2008-12-01           NA
#> 709  2004-10-10  2009-01-01           NA
#> 710  2004-10-10  2009-02-01           NA
#> 711  2004-10-10  2009-03-01           NA
#> 712  2004-10-10  2009-04-01           NA
#> 713  2004-10-10  2009-05-01           NA
#> 714  2004-10-10  2009-06-01           NA
#> 715  2004-10-10  2009-07-01           NA
#> 716  2004-10-10  2009-08-01           NA
#> 717  2004-10-10  2009-09-01           NA
#> 718  2004-10-10  2009-10-01           NA
#> 719  2004-10-10  2009-11-01           NA
#> 720  2004-10-10  2009-12-01           NA
#> 721  2006-04-07  2000-01-01   14.6240941
#> 722  2006-04-07  2000-02-01   14.5140695
#> 723  2006-04-07  2000-03-01   16.1702823
#> 724  2006-04-07  2000-04-01   13.8481352
#> 725  2006-04-07  2000-05-01   13.3707685
#> 726  2006-04-07  2000-06-01   16.8142252
#> 727  2006-04-07  2000-07-01   21.2603505
#> 728  2006-04-07  2000-08-01   16.7410435
#> 729  2006-04-07  2000-09-01   15.0126538
#> 730  2006-04-07  2000-10-01   13.1050014
#> 731  2006-04-07  2000-11-01   12.9902558
#> 732  2006-04-07  2000-12-01   11.1744162
#> 733  2006-04-07  2001-01-01   11.6667949
#> 734  2006-04-07  2001-02-01   10.3585588
#> 735  2006-04-07  2001-03-01   13.6121032
#> 736  2006-04-07  2001-04-01   14.8111661
#> 737  2006-04-07  2001-05-01   17.0928168
#> 738  2006-04-07  2001-06-01   24.9756888
#> 739  2006-04-07  2001-07-01   32.4300281
#> 740  2006-04-07  2001-08-01   27.7457658
#> 741  2006-04-07  2001-09-01   26.8146231
#> 742  2006-04-07  2001-10-01   23.1880201
#> 743  2006-04-07  2001-11-01   23.9974762
#> 744  2006-04-07  2001-12-01   20.8892044
#> 745  2006-04-07  2002-01-01   15.4923746
#> 746  2006-04-07  2002-02-01   15.6792097
#> 747  2006-04-07  2002-03-01   19.1412629
#> 748  2006-04-07  2002-04-01   23.1652495
#> 749  2006-04-07  2002-05-01   26.3750133
#> 750  2006-04-07  2002-06-01   26.5394582
#> 751  2006-04-07  2002-07-01   29.8810432
#> 752  2006-04-07  2002-08-01   30.9215689
#> 753  2006-04-07  2002-09-01   31.6902214
#> 754  2006-04-07  2002-10-01   29.7968291
#> 755  2006-04-07  2002-11-01   30.3799681
#> 756  2006-04-07  2002-12-01   29.5466234
#> 757  2006-04-07  2003-01-01   24.6841639
#> 758  2006-04-07  2003-02-01   20.7256359
#> 759  2006-04-07  2003-03-01   22.6037213
#> 760  2006-04-07  2003-04-01   27.0982265
#> 761  2006-04-07  2003-05-01   29.9191607
#> 762  2006-04-07  2003-06-01   26.8596720
#> 763  2006-04-07  2003-07-01   28.1452197
#> 764  2006-04-07  2003-08-01   29.2790350
#> 765  2006-04-07  2003-09-01   28.6821648
#> 766  2006-04-07  2003-10-01   26.8997084
#> 767  2006-04-07  2003-11-01   25.5696084
#> 768  2006-04-07  2003-12-01   22.7966566
#> 769  2006-04-07  2004-01-01   18.5483900
#> 770  2006-04-07  2004-02-01   16.5781673
#> 771  2006-04-07  2004-03-01   15.8298193
#> 772  2006-04-07  2004-04-01   18.9381655
#> 773  2006-04-07  2004-05-01   24.0686543
#> 774  2006-04-07  2004-06-01   24.5225878
#> 775  2006-04-07  2004-07-01   23.3669974
#> 776  2006-04-07  2004-08-01   20.1052092
#> 777  2006-04-07  2004-09-01   15.7604014
#> 778  2006-04-07  2004-10-01   11.2857575
#> 779  2006-04-07  2004-11-01    6.4884550
#> 780  2006-04-07  2004-12-01    6.7306604
#> 781  2006-04-07  2005-01-01    3.3403612
#> 782  2006-04-07  2005-02-01    5.3169674
#> 783  2006-04-07  2005-03-01   14.5859590
#> 784  2006-04-07  2005-04-01   10.7456490
#> 785  2006-04-07  2005-05-01   14.7384791
#> 786  2006-04-07  2005-06-01   13.5162341
#> 787  2006-04-07  2005-07-01    6.9634622
#> 788  2006-04-07  2005-08-01    0.1617337
#> 789  2006-04-07  2005-09-01   -2.5139002
#> 790  2006-04-07  2005-10-01  -10.2008374
#> 791  2006-04-07  2005-11-01  -16.1575071
#> 792  2006-04-07  2005-12-01  -13.8591577
#> 793  2006-04-07  2006-01-01  -14.7888640
#> 794  2006-04-07  2006-02-01  -17.1166932
#> 795  2006-04-07  2006-03-01  -13.5070711
#> 796  2006-04-07  2006-04-01   -6.8723220
#> 797  2006-04-07  2006-05-01           NA
#> 798  2006-04-07  2006-06-01           NA
#> 799  2006-04-07  2006-07-01           NA
#> 800  2006-04-07  2006-08-01           NA
#> 801  2006-04-07  2006-09-01           NA
#> 802  2006-04-07  2006-10-01           NA
#> 803  2006-04-07  2006-11-01           NA
#> 804  2006-04-07  2006-12-01           NA
#> 805  2006-04-07  2007-01-01           NA
#> 806  2006-04-07  2007-02-01           NA
#> 807  2006-04-07  2007-03-01           NA
#> 808  2006-04-07  2007-04-01           NA
#> 809  2006-04-07  2007-05-01           NA
#> 810  2006-04-07  2007-06-01           NA
#> 811  2006-04-07  2007-07-01           NA
#> 812  2006-04-07  2007-08-01           NA
#> 813  2006-04-07  2007-09-01           NA
#> 814  2006-04-07  2007-10-01           NA
#> 815  2006-04-07  2007-11-01           NA
#> 816  2006-04-07  2007-12-01           NA
#> 817  2006-04-07  2008-01-01           NA
#> 818  2006-04-07  2008-02-01           NA
#> 819  2006-04-07  2008-03-01           NA
#> 820  2006-04-07  2008-04-01           NA
#> 821  2006-04-07  2008-05-01           NA
#> 822  2006-04-07  2008-06-01           NA
#> 823  2006-04-07  2008-07-01           NA
#> 824  2006-04-07  2008-08-01           NA
#> 825  2006-04-07  2008-09-01           NA
#> 826  2006-04-07  2008-10-01           NA
#> 827  2006-04-07  2008-11-01           NA
#> 828  2006-04-07  2008-12-01           NA
#> 829  2006-04-07  2009-01-01           NA
#> 830  2006-04-07  2009-02-01           NA
#> 831  2006-04-07  2009-03-01           NA
#> 832  2006-04-07  2009-04-01           NA
#> 833  2006-04-07  2009-05-01           NA
#> 834  2006-04-07  2009-06-01           NA
#> 835  2006-04-07  2009-07-01           NA
#> 836  2006-04-07  2009-08-01           NA
#> 837  2006-04-07  2009-09-01           NA
#> 838  2006-04-07  2009-10-01           NA
#> 839  2006-04-07  2009-11-01           NA
#> 840  2006-04-07  2009-12-01           NA
#> 841  2007-10-10  2000-01-01   14.6024300
#> 842  2007-10-10  2000-02-01   14.6018796
#> 843  2007-10-10  2000-03-01   16.1904316
#> 844  2007-10-10  2000-04-01   13.8900463
#> 845  2007-10-10  2000-05-01   13.3593172
#> 846  2007-10-10  2000-06-01   16.7543763
#> 847  2007-10-10  2000-07-01   21.2762164
#> 848  2007-10-10  2000-08-01   16.7700873
#> 849  2007-10-10  2000-09-01   14.9727108
#> 850  2007-10-10  2000-10-01   13.2095157
#> 851  2007-10-10  2000-11-01   12.9911129
#> 852  2007-10-10  2000-12-01   11.2487032
#> 853  2007-10-10  2001-01-01   11.7120430
#> 854  2007-10-10  2001-02-01   10.3527300
#> 855  2007-10-10  2001-03-01   13.6133067
#> 856  2007-10-10  2001-04-01   14.7586483
#> 857  2007-10-10  2001-05-01   17.0670329
#> 858  2007-10-10  2001-06-01   24.9687193
#> 859  2007-10-10  2001-07-01   32.3901070
#> 860  2007-10-10  2001-08-01   27.7653693
#> 861  2007-10-10  2001-09-01   26.7327354
#> 862  2007-10-10  2001-10-01   23.1911003
#> 863  2007-10-10  2001-11-01   23.9464752
#> 864  2007-10-10  2001-12-01   20.8998547
#> 865  2007-10-10  2002-01-01   15.5076841
#> 866  2007-10-10  2002-02-01   15.6396941
#> 867  2007-10-10  2002-03-01   19.1263919
#> 868  2007-10-10  2002-04-01   23.2071608
#> 869  2007-10-10  2002-05-01   26.4536048
#> 870  2007-10-10  2002-06-01   26.6333282
#> 871  2007-10-10  2002-07-01   29.8497025
#> 872  2007-10-10  2002-08-01   30.9161746
#> 873  2007-10-10  2002-09-01   31.7057504
#> 874  2007-10-10  2002-10-01   29.9720480
#> 875  2007-10-10  2002-11-01   30.5864899
#> 876  2007-10-10  2002-12-01   29.4647122
#> 877  2007-10-10  2003-01-01   24.7746667
#> 878  2007-10-10  2003-02-01   20.9071388
#> 879  2007-10-10  2003-03-01   22.6314942
#> 880  2007-10-10  2003-04-01   27.0524196
#> 881  2007-10-10  2003-05-01   29.5925300
#> 882  2007-10-10  2003-06-01   26.8847178
#> 883  2007-10-10  2003-07-01   28.0406622
#> 884  2007-10-10  2003-08-01   29.2382868
#> 885  2007-10-10  2003-09-01   28.7391534
#> 886  2007-10-10  2003-10-01   26.8883664
#> 887  2007-10-10  2003-11-01   25.5449317
#> 888  2007-10-10  2003-12-01   22.6889553
#> 889  2007-10-10  2004-01-01   18.4577257
#> 890  2007-10-10  2004-02-01   16.4462524
#> 891  2007-10-10  2004-03-01   15.8100853
#> 892  2007-10-10  2004-04-01   19.0463640
#> 893  2007-10-10  2004-05-01   23.9675972
#> 894  2007-10-10  2004-06-01   24.4605578
#> 895  2007-10-10  2004-07-01   23.4330092
#> 896  2007-10-10  2004-08-01   20.2103496
#> 897  2007-10-10  2004-09-01   16.2092446
#> 898  2007-10-10  2004-10-01   11.6029365
#> 899  2007-10-10  2004-11-01    4.8904412
#> 900  2007-10-10  2004-12-01    8.3528025
#> 901  2007-10-10  2005-01-01    7.5079892
#> 902  2007-10-10  2005-02-01    7.2547549
#> 903  2007-10-10  2005-03-01   10.4865698
#> 904  2007-10-10  2005-04-01   14.4219540
#> 905  2007-10-10  2005-05-01   13.7491111
#> 906  2007-10-10  2005-06-01   11.4868838
#> 907  2007-10-10  2005-07-01    7.3369634
#> 908  2007-10-10  2005-08-01   -0.7942733
#> 909  2007-10-10  2005-09-01   -2.6896441
#> 910  2007-10-10  2005-10-01   -8.5765008
#> 911  2007-10-10  2005-11-01  -12.7152162
#> 912  2007-10-10  2005-12-01  -14.6349209
#> 913  2007-10-10  2006-01-01  -17.0109506
#> 914  2007-10-10  2006-02-01  -16.0544840
#> 915  2007-10-10  2006-03-01  -12.9689787
#> 916  2007-10-10  2006-04-01   -7.2089622
#> 917  2007-10-10  2006-05-01   -1.6344609
#> 918  2007-10-10  2006-06-01   -6.1805276
#> 919  2007-10-10  2006-07-01  -10.5009110
#> 920  2007-10-10  2006-08-01  -17.5880301
#> 921  2007-10-10  2006-09-01  -16.9811857
#> 922  2007-10-10  2006-10-01  -15.9618168
#> 923  2007-10-10  2006-11-01  -27.6657732
#> 924  2007-10-10  2006-12-01  -28.1916679
#> 925  2007-10-10  2007-01-01  -30.5345092
#> 926  2007-10-10  2007-02-01  -28.1307575
#> 927  2007-10-10  2007-03-01  -26.9947780
#> 928  2007-10-10  2007-04-01  -23.1574413
#> 929  2007-10-10  2007-05-01  -29.0213703
#> 930  2007-10-10  2007-06-01  -26.3258309
#> 931  2007-10-10  2007-07-01  -34.6848367
#> 932  2007-10-10  2007-08-01  -38.9708789
#> 933  2007-10-10  2007-09-01  -45.1594909
#> 934  2007-10-10  2007-10-01  -54.9979032
#> 935  2007-10-10  2007-11-01           NA
#> 936  2007-10-10  2007-12-01           NA
#> 937  2007-10-10  2008-01-01           NA
#> 938  2007-10-10  2008-02-01           NA
#> 939  2007-10-10  2008-03-01           NA
#> 940  2007-10-10  2008-04-01           NA
#> 941  2007-10-10  2008-05-01           NA
#> 942  2007-10-10  2008-06-01           NA
#> 943  2007-10-10  2008-07-01           NA
#> 944  2007-10-10  2008-08-01           NA
#> 945  2007-10-10  2008-09-01           NA
#> 946  2007-10-10  2008-10-01           NA
#> 947  2007-10-10  2008-11-01           NA
#> 948  2007-10-10  2008-12-01           NA
#> 949  2007-10-10  2009-01-01           NA
#> 950  2007-10-10  2009-02-01           NA
#> 951  2007-10-10  2009-03-01           NA
#> 952  2007-10-10  2009-04-01           NA
#> 953  2007-10-10  2009-05-01           NA
#> 954  2007-10-10  2009-06-01           NA
#> 955  2007-10-10  2009-07-01           NA
#> 956  2007-10-10  2009-08-01           NA
#> 957  2007-10-10  2009-09-01           NA
#> 958  2007-10-10  2009-10-01           NA
#> 959  2007-10-10  2009-11-01           NA
#> 960  2007-10-10  2009-12-01           NA
#> 961  2008-06-12  2000-01-01   14.6286648
#> 962  2008-06-12  2000-02-01   14.5639118
#> 963  2008-06-12  2000-03-01   16.1819247
#> 964  2008-06-12  2000-04-01   13.8621012
#> 965  2008-06-12  2000-05-01   13.3611780
#> 966  2008-06-12  2000-06-01   16.7607672
#> 967  2008-06-12  2000-07-01   21.2580804
#> 968  2008-06-12  2000-08-01   16.7543671
#> 969  2008-06-12  2000-09-01   15.0105788
#> 970  2008-06-12  2000-10-01   13.1839714
#> 971  2008-06-12  2000-11-01   13.0132236
#> 972  2008-06-12  2000-12-01   11.2374827
#> 973  2008-06-12  2001-01-01   11.7039368
#> 974  2008-06-12  2001-02-01   10.3621682
#> 975  2008-06-12  2001-03-01   13.6043201
#> 976  2008-06-12  2001-04-01   14.7659399
#> 977  2008-06-12  2001-05-01   17.0627603
#> 978  2008-06-12  2001-06-01   24.9880445
#> 979  2008-06-12  2001-07-01   32.3640704
#> 980  2008-06-12  2001-08-01   27.7858681
#> 981  2008-06-12  2001-09-01   26.7591287
#> 982  2008-06-12  2001-10-01   23.1865202
#> 983  2008-06-12  2001-11-01   23.9882778
#> 984  2008-06-12  2001-12-01   20.9136288
#> 985  2008-06-12  2002-01-01   15.5041041
#> 986  2008-06-12  2002-02-01   15.6343318
#> 987  2008-06-12  2002-03-01   19.1013166
#> 988  2008-06-12  2002-04-01   23.1943350
#> 989  2008-06-12  2002-05-01   26.4278638
#> 990  2008-06-12  2002-06-01   26.5971929
#> 991  2008-06-12  2002-07-01   29.8364803
#> 992  2008-06-12  2002-08-01   30.8798421
#> 993  2008-06-12  2002-09-01   31.7606996
#> 994  2008-06-12  2002-10-01   29.8631320
#> 995  2008-06-12  2002-11-01   30.5378347
#> 996  2008-06-12  2002-12-01   29.4625705
#> 997  2008-06-12  2003-01-01   24.6919521
#> 998  2008-06-12  2003-02-01   20.9088331
#> 999  2008-06-12  2003-03-01   22.5050380
#> 1000 2008-06-12  2003-04-01   27.0659455
#> 1001 2008-06-12  2003-05-01   29.6687368
#> 1002 2008-06-12  2003-06-01   26.8559834
#> 1003 2008-06-12  2003-07-01   28.0440743
#> 1004 2008-06-12  2003-08-01   29.3458320
#> 1005 2008-06-12  2003-09-01   28.6895293
#> 1006 2008-06-12  2003-10-01   26.8177020
#> 1007 2008-06-12  2003-11-01   25.6032230
#> 1008 2008-06-12  2003-12-01   22.7001235
#> 1009 2008-06-12  2004-01-01   18.4864656
#> 1010 2008-06-12  2004-02-01   16.4259717
#> 1011 2008-06-12  2004-03-01   15.8184249
#> 1012 2008-06-12  2004-04-01   19.0484449
#> 1013 2008-06-12  2004-05-01   23.9832042
#> 1014 2008-06-12  2004-06-01   24.4815493
#> 1015 2008-06-12  2004-07-01   23.3886002
#> 1016 2008-06-12  2004-08-01   21.0186032
#> 1017 2008-06-12  2004-09-01   16.2353476
#> 1018 2008-06-12  2004-10-01   11.6056001
#> 1019 2008-06-12  2004-11-01    5.1348335
#> 1020 2008-06-12  2004-12-01    6.4821447
#> 1021 2008-06-12  2005-01-01    8.0038193
#> 1022 2008-06-12  2005-02-01    7.1909840
#> 1023 2008-06-12  2005-03-01   10.1871744
#> 1024 2008-06-12  2005-04-01   12.8677550
#> 1025 2008-06-12  2005-05-01   14.0191897
#> 1026 2008-06-12  2005-06-01   12.3896521
#> 1027 2008-06-12  2005-07-01    7.0056122
#> 1028 2008-06-12  2005-08-01   -0.8003079
#> 1029 2008-06-12  2005-09-01   -3.3013761
#> 1030 2008-06-12  2005-10-01  -10.0902175
#> 1031 2008-06-12  2005-11-01  -14.6719683
#> 1032 2008-06-12  2005-12-01  -15.3064998
#> 1033 2008-06-12  2006-01-01  -16.2833325
#> 1034 2008-06-12  2006-02-01  -14.9563952
#> 1035 2008-06-12  2006-03-01  -13.2052507
#> 1036 2008-06-12  2006-04-01   -6.3595431
#> 1037 2008-06-12  2006-05-01   -2.7903489
#> 1038 2008-06-12  2006-06-01   -6.5524543
#> 1039 2008-06-12  2006-07-01  -12.3741835
#> 1040 2008-06-12  2006-08-01  -14.2732469
#> 1041 2008-06-12  2006-09-01  -16.7091401
#> 1042 2008-06-12  2006-10-01  -19.7962704
#> 1043 2008-06-12  2006-11-01  -24.4987071
#> 1044 2008-06-12  2006-12-01  -27.0077050
#> 1045 2008-06-12  2007-01-01  -29.7271126
#> 1046 2008-06-12  2007-02-01  -30.1769269
#> 1047 2008-06-12  2007-03-01  -28.6621280
#> 1048 2008-06-12  2007-04-01  -22.9071694
#> 1049 2008-06-12  2007-05-01  -26.2247436
#> 1050 2008-06-12  2007-06-01  -25.0179489
#> 1051 2008-06-12  2007-07-01  -34.0249027
#> 1052 2008-06-12  2007-08-01  -38.4979217
#> 1053 2008-06-12  2007-09-01  -47.8135028
#> 1054 2008-06-12  2007-10-01  -51.0434993
#> 1055 2008-06-12  2007-11-01  -60.7521822
#> 1056 2008-06-12  2007-12-01  -62.1401190
#> 1057 2008-06-12  2008-01-01  -70.5136325
#> 1058 2008-06-12  2008-02-01  -70.2944544
#> 1059 2008-06-12  2008-03-01  -64.1068260
#> 1060 2008-06-12  2008-04-01  -54.7884091
#> 1061 2008-06-12  2008-05-01  -63.7618645
#> 1062 2008-06-12  2008-06-01  -63.8990422
#> 1063 2008-06-12  2008-07-01           NA
#> 1064 2008-06-12  2008-08-01           NA
#> 1065 2008-06-12  2008-09-01           NA
#> 1066 2008-06-12  2008-10-01           NA
#> 1067 2008-06-12  2008-11-01           NA
#> 1068 2008-06-12  2008-12-01           NA
#> 1069 2008-06-12  2009-01-01           NA
#> 1070 2008-06-12  2009-02-01           NA
#> 1071 2008-06-12  2009-03-01           NA
#> 1072 2008-06-12  2009-04-01           NA
#> 1073 2008-06-12  2009-05-01           NA
#> 1074 2008-06-12  2009-06-01           NA
#> 1075 2008-06-12  2009-07-01           NA
#> 1076 2008-06-12  2009-08-01           NA
#> 1077 2008-06-12  2009-09-01           NA
#> 1078 2008-06-12  2009-10-01           NA
#> 1079 2008-06-12  2009-11-01           NA
#> 1080 2008-06-12  2009-12-01           NA
#> 1081 2009-04-28  2000-01-01   14.6230758
#> 1082 2009-04-28  2000-02-01   14.5734263
#> 1083 2009-04-28  2000-03-01   16.1802930
#> 1084 2009-04-28  2000-04-01   13.8690786
#> 1085 2009-04-28  2000-05-01   13.3704459
#> 1086 2009-04-28  2000-06-01   16.7662240
#> 1087 2009-04-28  2000-07-01   21.2623744
#> 1088 2009-04-28  2000-08-01   16.7448547
#> 1089 2009-04-28  2000-09-01   15.0113291
#> 1090 2009-04-28  2000-10-01   13.1863712
#> 1091 2009-04-28  2000-11-01   12.9971210
#> 1092 2009-04-28  2000-12-01   11.2350078
#> 1093 2009-04-28  2001-01-01   11.6968817
#> 1094 2009-04-28  2001-02-01   10.3623514
#> 1095 2009-04-28  2001-03-01   13.6046201
#> 1096 2009-04-28  2001-04-01   14.7732493
#> 1097 2009-04-28  2001-05-01   17.0733303
#> 1098 2009-04-28  2001-06-01   24.9781211
#> 1099 2009-04-28  2001-07-01   32.3651079
#> 1100 2009-04-28  2001-08-01   27.7733143
#> 1101 2009-04-28  2001-09-01   26.7678781
#> 1102 2009-04-28  2001-10-01   23.1843484
#> 1103 2009-04-28  2001-11-01   23.9681570
#> 1104 2009-04-28  2001-12-01   20.8975445
#> 1105 2009-04-28  2002-01-01   15.4943257
#> 1106 2009-04-28  2002-02-01   15.6342699
#> 1107 2009-04-28  2002-03-01   19.0948874
#> 1108 2009-04-28  2002-04-01   23.1944270
#> 1109 2009-04-28  2002-05-01   26.4323584
#> 1110 2009-04-28  2002-06-01   26.6095871
#> 1111 2009-04-28  2002-07-01   29.8318841
#> 1112 2009-04-28  2002-08-01   30.8869150
#> 1113 2009-04-28  2002-09-01   31.7409032
#> 1114 2009-04-28  2002-10-01   29.8401424
#> 1115 2009-04-28  2002-11-01   30.5046707
#> 1116 2009-04-28  2002-12-01   29.4607493
#> 1117 2009-04-28  2003-01-01   24.7153358
#> 1118 2009-04-28  2003-02-01   20.8613339
#> 1119 2009-04-28  2003-03-01   22.5632164
#> 1120 2009-04-28  2003-04-01   27.0822008
#> 1121 2009-04-28  2003-05-01   29.6499841
#> 1122 2009-04-28  2003-06-01   26.8737602
#> 1123 2009-04-28  2003-07-01   28.0602112
#> 1124 2009-04-28  2003-08-01   29.3371350
#> 1125 2009-04-28  2003-09-01   28.7384976
#> 1126 2009-04-28  2003-10-01   26.8012475
#> 1127 2009-04-28  2003-11-01   25.5680546
#> 1128 2009-04-28  2003-12-01   22.6591730
#> 1129 2009-04-28  2004-01-01   18.4798007
#> 1130 2009-04-28  2004-02-01   16.4080562
#> 1131 2009-04-28  2004-03-01   15.8403961
#> 1132 2009-04-28  2004-04-01   19.0869410
#> 1133 2009-04-28  2004-05-01   24.0073966
#> 1134 2009-04-28  2004-06-01   24.4364265
#> 1135 2009-04-28  2004-07-01   23.3698010
#> 1136 2009-04-28  2004-08-01   21.2096814
#> 1137 2009-04-28  2004-09-01   16.2232807
#> 1138 2009-04-28  2004-10-01   11.5165057
#> 1139 2009-04-28  2004-11-01    6.6232121
#> 1140 2009-04-28  2004-12-01    6.5545735
#> 1141 2009-04-28  2005-01-01    7.0095021
#> 1142 2009-04-28  2005-02-01    7.0149618
#> 1143 2009-04-28  2005-03-01   10.2100549
#> 1144 2009-04-28  2005-04-01   13.6879515
#> 1145 2009-04-28  2005-05-01   13.6282688
#> 1146 2009-04-28  2005-06-01   11.7681196
#> 1147 2009-04-28  2005-07-01    7.0788173
#> 1148 2009-04-28  2005-08-01   -0.6966474
#> 1149 2009-04-28  2005-09-01   -3.6740941
#> 1150 2009-04-28  2005-10-01  -10.0268979
#> 1151 2009-04-28  2005-11-01  -14.8274795
#> 1152 2009-04-28  2005-12-01  -15.0829814
#> 1153 2009-04-28  2006-01-01  -16.2350701
#> 1154 2009-04-28  2006-02-01  -15.0517397
#> 1155 2009-04-28  2006-03-01  -12.4276844
#> 1156 2009-04-28  2006-04-01   -6.2645469
#> 1157 2009-04-28  2006-05-01   -4.5540710
#> 1158 2009-04-28  2006-06-01   -5.7459988
#> 1159 2009-04-28  2006-07-01  -12.8782056
#> 1160 2009-04-28  2006-08-01  -12.4865333
#> 1161 2009-04-28  2006-09-01  -16.9770064
#> 1162 2009-04-28  2006-10-01  -19.7121136
#> 1163 2009-04-28  2006-11-01  -25.2839527
#> 1164 2009-04-28  2006-12-01  -29.7650133
#> 1165 2009-04-28  2007-01-01  -31.9916893
#> 1166 2009-04-28  2007-02-01  -29.9766652
#> 1167 2009-04-28  2007-03-01  -27.7778557
#> 1168 2009-04-28  2007-04-01  -22.5811679
#> 1169 2009-04-28  2007-05-01  -25.5784076
#> 1170 2009-04-28  2007-06-01  -25.4121985
#> 1171 2009-04-28  2007-07-01  -32.6461897
#> 1172 2009-04-28  2007-08-01  -38.2211579
#> 1173 2009-04-28  2007-09-01  -46.7889111
#> 1174 2009-04-28  2007-10-01  -52.7220492
#> 1175 2009-04-28  2007-11-01  -58.3721302
#> 1176 2009-04-28  2007-12-01  -63.7616961
#> 1177 2009-04-28  2008-01-01  -70.8659142
#> 1178 2009-04-28  2008-02-01  -67.2727962
#> 1179 2009-04-28  2008-03-01  -64.8656307
#> 1180 2009-04-28  2008-04-01  -54.2029222
#> 1181 2009-04-28  2008-05-01  -61.5227810
#> 1182 2009-04-28  2008-06-01  -64.3390534
#> 1183 2009-04-28  2008-07-01  -71.7164161
#> 1184 2009-04-28  2008-08-01  -72.7325253
#> 1185 2009-04-28  2008-09-01  -79.9020238
#> 1186 2009-04-28  2008-10-01  -88.7481841
#> 1187 2009-04-28  2008-11-01  -97.3901635
#> 1188 2009-04-28  2008-12-01 -101.7624186
#> 1189 2009-04-28  2009-01-01 -108.2506970
#> 1190 2009-04-28  2009-02-01 -108.2585647
#> 1191 2009-04-28  2009-03-01 -103.4336343
#> 1192 2009-04-28  2009-04-01  -95.5279166
#> 1193 2009-04-28  2009-05-01           NA
#> 1194 2009-04-28  2009-06-01           NA
#> 1195 2009-04-28  2009-07-01           NA
#> 1196 2009-04-28  2009-08-01           NA
#> 1197 2009-04-28  2009-09-01           NA
#> 1198 2009-04-28  2009-10-01           NA
#> 1199 2009-04-28  2009-11-01           NA
#> 1200 2009-04-28  2009-12-01           NA
simulate_long(periodicity = 4L, n_period = 5L * 4L)
#>       rev_date time_period obs_values
#> 1   2013-01-09  2012-01-01   8.539199
#> 2   2013-01-09  2012-04-01   8.210988
#> 3   2013-01-09  2012-07-01   1.049055
#> 4   2013-01-09  2012-10-01   6.684189
#> 5   2013-01-09  2013-01-01   4.362663
#> 6   2013-01-09  2013-04-01         NA
#> 7   2013-01-09  2013-07-01         NA
#> 8   2013-01-09  2013-10-01         NA
#> 9   2013-01-09  2014-01-01         NA
#> 10  2013-01-09  2014-04-01         NA
#> 11  2013-01-09  2014-07-01         NA
#> 12  2013-01-09  2014-10-01         NA
#> 13  2013-01-09  2015-01-01         NA
#> 14  2013-01-09  2015-04-01         NA
#> 15  2013-01-09  2015-07-01         NA
#> 16  2013-01-09  2015-10-01         NA
#> 17  2013-01-09  2016-01-01         NA
#> 18  2013-01-09  2016-04-01         NA
#> 19  2013-01-09  2016-07-01         NA
#> 20  2013-01-09  2016-10-01         NA
#> 21  2013-01-15  2012-01-01   7.957332
#> 22  2013-01-15  2012-04-01   6.004635
#> 23  2013-01-15  2012-07-01   1.582665
#> 24  2013-01-15  2012-10-01   3.798769
#> 25  2013-01-15  2013-01-01   3.081606
#> 26  2013-01-15  2013-04-01         NA
#> 27  2013-01-15  2013-07-01         NA
#> 28  2013-01-15  2013-10-01         NA
#> 29  2013-01-15  2014-01-01         NA
#> 30  2013-01-15  2014-04-01         NA
#> 31  2013-01-15  2014-07-01         NA
#> 32  2013-01-15  2014-10-01         NA
#> 33  2013-01-15  2015-01-01         NA
#> 34  2013-01-15  2015-04-01         NA
#> 35  2013-01-15  2015-07-01         NA
#> 36  2013-01-15  2015-10-01         NA
#> 37  2013-01-15  2016-01-01         NA
#> 38  2013-01-15  2016-04-01         NA
#> 39  2013-01-15  2016-07-01         NA
#> 40  2013-01-15  2016-10-01         NA
#> 41  2014-03-03  2012-01-01   8.956830
#> 42  2014-03-03  2012-04-01   4.958784
#> 43  2014-03-03  2012-07-01   2.521071
#> 44  2014-03-03  2012-10-01   3.066105
#> 45  2014-03-03  2013-01-01   4.443265
#> 46  2014-03-03  2013-04-01   4.301596
#> 47  2014-03-03  2013-07-01   6.395016
#> 48  2014-03-03  2013-10-01   7.359743
#> 49  2014-03-03  2014-01-01   4.676045
#> 50  2014-03-03  2014-04-01         NA
#> 51  2014-03-03  2014-07-01         NA
#> 52  2014-03-03  2014-10-01         NA
#> 53  2014-03-03  2015-01-01         NA
#> 54  2014-03-03  2015-04-01         NA
#> 55  2014-03-03  2015-07-01         NA
#> 56  2014-03-03  2015-10-01         NA
#> 57  2014-03-03  2016-01-01         NA
#> 58  2014-03-03  2016-04-01         NA
#> 59  2014-03-03  2016-07-01         NA
#> 60  2014-03-03  2016-10-01         NA
#> 61  2014-03-22  2012-01-01   9.396685
#> 62  2014-03-22  2012-04-01   5.699888
#> 63  2014-03-22  2012-07-01   2.165408
#> 64  2014-03-22  2012-10-01   3.335859
#> 65  2014-03-22  2013-01-01   4.485798
#> 66  2014-03-22  2013-04-01   4.359571
#> 67  2014-03-22  2013-07-01   6.137332
#> 68  2014-03-22  2013-10-01   6.640538
#> 69  2014-03-22  2014-01-01   6.305922
#> 70  2014-03-22  2014-04-01         NA
#> 71  2014-03-22  2014-07-01         NA
#> 72  2014-03-22  2014-10-01         NA
#> 73  2014-03-22  2015-01-01         NA
#> 74  2014-03-22  2015-04-01         NA
#> 75  2014-03-22  2015-07-01         NA
#> 76  2014-03-22  2015-10-01         NA
#> 77  2014-03-22  2016-01-01         NA
#> 78  2014-03-22  2016-04-01         NA
#> 79  2014-03-22  2016-07-01         NA
#> 80  2014-03-22  2016-10-01         NA
#> 81  2014-05-06  2012-01-01   9.319679
#> 82  2014-05-06  2012-04-01   5.545687
#> 83  2014-05-06  2012-07-01   2.092493
#> 84  2014-05-06  2012-10-01   3.267303
#> 85  2014-05-06  2013-01-01   3.949422
#> 86  2014-05-06  2013-04-01   4.255438
#> 87  2014-05-06  2013-07-01   7.021499
#> 88  2014-05-06  2013-10-01   7.943742
#> 89  2014-05-06  2014-01-01   6.609495
#> 90  2014-05-06  2014-04-01   4.316118
#> 91  2014-05-06  2014-07-01         NA
#> 92  2014-05-06  2014-10-01         NA
#> 93  2014-05-06  2015-01-01         NA
#> 94  2014-05-06  2015-04-01         NA
#> 95  2014-05-06  2015-07-01         NA
#> 96  2014-05-06  2015-10-01         NA
#> 97  2014-05-06  2016-01-01         NA
#> 98  2014-05-06  2016-04-01         NA
#> 99  2014-05-06  2016-07-01         NA
#> 100 2014-05-06  2016-10-01         NA
#> 101 2014-10-08  2012-01-01   9.230283
#> 102 2014-10-08  2012-04-01   5.541967
#> 103 2014-10-08  2012-07-01   2.010203
#> 104 2014-10-08  2012-10-01   3.452586
#> 105 2014-10-08  2013-01-01   4.133330
#> 106 2014-10-08  2013-04-01   3.918288
#> 107 2014-10-08  2013-07-01   6.874231
#> 108 2014-10-08  2013-10-01   8.079900
#> 109 2014-10-08  2014-01-01   6.076747
#> 110 2014-10-08  2014-04-01   5.664529
#> 111 2014-10-08  2014-07-01   5.489731
#> 112 2014-10-08  2014-10-01  13.118456
#> 113 2014-10-08  2015-01-01         NA
#> 114 2014-10-08  2015-04-01         NA
#> 115 2014-10-08  2015-07-01         NA
#> 116 2014-10-08  2015-10-01         NA
#> 117 2014-10-08  2016-01-01         NA
#> 118 2014-10-08  2016-04-01         NA
#> 119 2014-10-08  2016-07-01         NA
#> 120 2014-10-08  2016-10-01         NA
#> 121 2015-11-27  2012-01-01   9.208070
#> 122 2015-11-27  2012-04-01   5.588894
#> 123 2015-11-27  2012-07-01   2.021431
#> 124 2015-11-27  2012-10-01   3.387169
#> 125 2015-11-27  2013-01-01   4.236366
#> 126 2015-11-27  2013-04-01   3.839565
#> 127 2015-11-27  2013-07-01   6.691739
#> 128 2015-11-27  2013-10-01   8.599814
#> 129 2015-11-27  2014-01-01   5.677421
#> 130 2015-11-27  2014-04-01   3.831281
#> 131 2015-11-27  2014-07-01   7.817541
#> 132 2015-11-27  2014-10-01  11.598916
#> 133 2015-11-27  2015-01-01   9.203473
#> 134 2015-11-27  2015-04-01   5.701626
#> 135 2015-11-27  2015-07-01   1.890813
#> 136 2015-11-27  2015-10-01   9.307575
#> 137 2015-11-27  2016-01-01         NA
#> 138 2015-11-27  2016-04-01         NA
#> 139 2015-11-27  2016-07-01         NA
#> 140 2015-11-27  2016-10-01         NA
#> 141 2015-12-15  2012-01-01   9.186195
#> 142 2015-12-15  2012-04-01   5.558258
#> 143 2015-12-15  2012-07-01   1.986413
#> 144 2015-12-15  2012-10-01   3.328807
#> 145 2015-12-15  2013-01-01   4.183643
#> 146 2015-12-15  2013-04-01   3.977354
#> 147 2015-12-15  2013-07-01   6.793592
#> 148 2015-12-15  2013-10-01   8.441539
#> 149 2015-12-15  2014-01-01   5.831036
#> 150 2015-12-15  2014-04-01   4.213150
#> 151 2015-12-15  2014-07-01   6.747406
#> 152 2015-12-15  2014-10-01  10.909280
#> 153 2015-12-15  2015-01-01   8.149352
#> 154 2015-12-15  2015-04-01   3.986031
#> 155 2015-12-15  2015-07-01   4.834331
#> 156 2015-12-15  2015-10-01   9.366723
#> 157 2015-12-15  2016-01-01         NA
#> 158 2015-12-15  2016-04-01         NA
#> 159 2015-12-15  2016-07-01         NA
#> 160 2015-12-15  2016-10-01         NA
#> 161 2016-08-15  2012-01-01   9.179628
#> 162 2016-08-15  2012-04-01   5.576514
#> 163 2016-08-15  2012-07-01   1.995258
#> 164 2016-08-15  2012-10-01   3.345515
#> 165 2016-08-15  2013-01-01   4.176247
#> 166 2016-08-15  2013-04-01   3.830882
#> 167 2016-08-15  2013-07-01   6.747264
#> 168 2016-08-15  2013-10-01   8.486895
#> 169 2016-08-15  2014-01-01   5.721421
#> 170 2016-08-15  2014-04-01   4.116554
#> 171 2016-08-15  2014-07-01   6.580400
#> 172 2016-08-15  2014-10-01  11.149644
#> 173 2016-08-15  2015-01-01   6.788321
#> 174 2016-08-15  2015-04-01   4.651345
#> 175 2016-08-15  2015-07-01   4.036298
#> 176 2016-08-15  2015-10-01   8.293572
#> 177 2016-08-15  2016-01-01   9.596310
#> 178 2016-08-15  2016-04-01   8.515170
#> 179 2016-08-15  2016-07-01  11.917783
#> 180 2016-08-15  2016-10-01         NA
#> 181 2017-02-24  2012-01-01   9.175639
#> 182 2017-02-24  2012-04-01   5.571893
#> 183 2017-02-24  2012-07-01   1.991108
#> 184 2017-02-24  2012-10-01   3.341747
#> 185 2017-02-24  2013-01-01   4.181758
#> 186 2017-02-24  2013-04-01   3.863945
#> 187 2017-02-24  2013-07-01   6.778404
#> 188 2017-02-24  2013-10-01   8.445609
#> 189 2017-02-24  2014-01-01   5.740136
#> 190 2017-02-24  2014-04-01   4.204420
#> 191 2017-02-24  2014-07-01   6.913023
#> 192 2017-02-24  2014-10-01  11.246592
#> 193 2017-02-24  2015-01-01   7.176970
#> 194 2017-02-24  2015-04-01   4.079836
#> 195 2017-02-24  2015-07-01   4.300601
#> 196 2017-02-24  2015-10-01   8.437534
#> 197 2017-02-24  2016-01-01   9.700861
#> 198 2017-02-24  2016-04-01   5.413183
#> 199 2017-02-24  2016-07-01  10.737410
#> 200 2017-02-24  2016-10-01  13.421754