Title
Usage
sts_outliers(
y,
period = NA,
X = NULL,
X.td = NULL,
level = 1,
slope = 1,
noise = 1,
seasonal = c("Trigonometric", "Dummy", "Crude", "HarrisonStevens", "Fixed", "Unused"),
ao = TRUE,
ls = TRUE,
so = FALSE,
cv = 0,
tcv = 0,
estimation.forward = c("Score", "Point", "Full"),
estimation.backward = c("Point", "Score", "Full")
)Arguments
- y
input time series.
- period
annual frequency.
- X
Regression variables (same length as y) or NULL
- X.td
Groups of days for trading days regressors. The length of the array must be 7. It indicates to what group each week day belongs. The first item corresponds to Mondays and the last one to Sundays. The group used for contrasts (usually Sundays) is identified by 0. The other groups are identified by 1, 2,... n (<= 6). For instance, usual trading days are defined by
c(1,2,3,4,5,6,0), week days byc(1,1,1,1,1,0,0), etc...- level
-1 = no level, 0 = fixed level, 1 = sotchastic level
- seasonal
Seasonal model
- ao, ls, so
boolean indicating if additive outliers (
ao), level shift (ls) and seasonal outliers (so) should be detected.- estimation.backward
Examples
x<-rjd3toolkit::Retail$BookStores
sts_outliers(x)
#> $model
#> $model$y
#> [1] 790 540 536 524 553 589 593 895 863 647 642 1166 999 568 602
#> [16] 583 613 619 608 985 905 669 693 1275 1055 636 635 610 684 726
#> [31] 679 1156 1023 733 772 1410 1309 720 696 689 786 808 783 1248 1103
#> [46] 747 851 1468 1375 758 743 751 855 839 787 1361 1042 899 908 1600
#> [61] 1559 825 813 806 893 876 830 1301 1159 926 996 1771 1467 923 883
#> [76] 854 920 939 882 1385 1247 954 991 1849 1514 990 976 934 977 1032
#> [91] 1024 1388 1242 1020 1090 1998 1506 1091 1031 975 1105 1123 1049 1595 1407
#> [106] 1015 1100 1895 1586 1070 1063 935 1071 1078 1006 1821 1407 1016 1099 1958
#> [121] 1973 1001 1009 968 1118 1046 1038 1799 1491 998 1060 1949 2056 992 926
#> [136] 976 1109 1182 1130 2142 1574 1047 1037 2065 2148 1108 1073 1023 1112 1206
#> [151] 1172 2119 1560 1069 1088 2199 2075 1086 1101 997 1120 1154 1214 2219 1553
#> [166] 1064 1150 2256 2225 1101 1092 987 1176 1238 1135 2142 1555 1055 1143 2134
#> [181] 2222 1040 1029 931 1135 1162 1221 2330 1579 1129 1227 2179 2301 1157 1026
#> [196] 1005 1159 1077 1124 2435 1481 1032 1044 2029 2214 985 961 929 1071 1058
#> [211] 1056 2337 1548 975 979 1938 2178 962 962 871 1032 1040 1025 2183 1448
#> [226] 949 1030 1982
#>
#> $model$variables
#> NULL
#>
#> $model$X
#> NULL
#>
#> $model$b
#> numeric(0)
#>
#> $model$bcov
#> <0 x 0 matrix>
#>
#> $model$components
#> [,1] [,2] [,3] [,4]
#> [1,] -7.844922961 654.7048 6.0703506710 143.14015
#> [2,] 2.583070370 664.4507 6.0668992162 -127.03377
#> [3,] 0.959926877 672.9829 6.0611327552 -137.94286
#> [4,] 0.492516282 681.0596 6.0534736176 -157.55216
#> [5,] 0.530827484 688.8979 6.0441384910 -136.42876
#> [6,] 1.692139409 696.4782 6.0333609185 -109.17033
#> [7,] 2.913108327 703.2548 6.0218853742 -113.16795
#> [8,] -2.492002974 708.6551 6.0109935103 188.83686
#> [9,] 0.758725707 715.2121 5.9995889442 147.02914
#> [10,] 2.551131729 721.4022 5.9880054852 -76.95337
#> [11,] 0.334115637 726.3855 5.9773655300 -84.71958
#> [12,] -3.121336822 731.2015 5.9678160762 437.91982
#> [13,] 6.535554483 737.4705 5.9579838596 254.99399
#> [14,] -2.301302753 740.6675 5.9507442646 -170.36617
#> [15,] 1.296335324 744.9355 5.9450848094 -144.23180
#> [16,] 2.771461815 748.5904 5.9415758301 -168.36189
#> [17,] -0.211586678 750.9434 5.9414366599 -137.73179
#> [18,] -2.817457682 753.3953 5.9445742090 -131.57786
#> [19,] -1.635246693 757.1705 5.9497489080 -147.53521
#> [20,] -2.636196503 761.7169 5.9562413131 225.91926
#> [21,] -1.968861497 767.5050 5.9628916025 139.46382
#> [22,] 0.035353721 774.2223 5.9688335554 -105.25762
#> [23,] 1.204789966 780.9289 5.9740827258 -89.13366
#> [24,] 0.592373915 787.0762 5.9791691737 487.33139
#> [25,] -8.221872552 792.9512 5.9843535200 270.27072
#> [26,] 0.630229266 802.6834 5.9860184672 -167.31367
#> [27,] 0.640036579 812.1221 5.9844412910 -177.76215
#> [28,] -2.359443989 821.2593 5.9799035822 -208.89989
#> [29,] -0.682286472 831.4975 5.9713672790 -146.81519
#> [30,] 1.188165100 842.0468 5.9585322026 -117.23493
#> [31,] -1.882222698 852.0265 5.9419210983 -171.14430
#> [32,] 3.291636898 862.8715 5.9207058630 289.83682
#> [33,] 1.531696631 872.1531 5.8963346861 149.31518
#> [34,] 0.328635278 880.6927 5.8694814535 -148.02133
#> [35,] -2.279008595 889.0514 5.8402907515 -114.77242
#> [36,] 1.907170459 898.4488 5.8077599069 509.64408
#> [37,] 7.644355474 906.9200 5.7727279990 394.43566
#> [38,] 0.390767602 911.7746 5.7385582408 -192.16535
#> [39,] -2.259304900 916.4119 5.7054225545 -218.15261
#> [40,] -0.733021868 922.0747 5.6723269356 -232.34165
#> [41,] -0.541906935 928.0478 5.6389488837 -141.50586
#> [42,] 2.370749390 934.2414 5.6050499811 -128.61214
#> [43,] 3.724334720 939.2903 5.5716732635 -160.01468
#> [44,] -0.313161629 942.5610 5.5404572903 305.75219
#> [45,] 6.863763116 945.9471 5.5112642830 150.18914
#> [46,] -7.271686286 946.0882 5.4871140247 -191.81647
#> [47,] 1.017953919 949.6121 5.4648072623 -99.63002
#> [48,] -3.337371551 952.6367 5.4447918549 518.70064
#> [49,] -4.802770425 957.2050 5.4255994916 422.59774
#> [50,] -0.934386402 964.0044 5.4051171440 -205.07000
#> [51,] -0.890245085 971.2210 5.3829337191 -227.33079
#> [52,] 0.527086456 978.8326 5.3586575445 -228.35970
#> [53,] 2.434999937 986.1730 5.3325205173 -133.60796
#> [54,] -0.984796045 992.3463 5.3055939409 -152.36150
#> [55,] -2.001160155 998.9541 5.2774445439 -209.95296
#> [56,] 9.130006676 1006.4714 5.2471918955 345.39860
#> [57,] -10.686128905 1009.6807 5.2188528361 43.00539
#> [58,] 6.046803956 1017.8685 5.1877258932 -124.91531
#> [59,] -2.255921477 1023.1920 5.1564714205 -112.93612
#> [60,] -3.663629242 1029.5413 5.1240969021 574.12234
#> [61,] 15.036750612 1037.5747 5.0889904866 506.38857
#> [62,] -2.868018021 1038.5278 5.0577677474 -210.65979
#> [63,] -1.494645191 1040.7935 5.0291668704 -226.29881
#> [64,] 0.142461827 1043.7308 5.0025302711 -237.87326
#> [65,] -0.099130953 1046.5747 4.9779206270 -153.47562
#> [66,] -1.435968641 1049.4405 4.9552943244 -172.00457
#> [67,] -1.458629328 1052.9565 4.9340195941 -221.49787
#> [68,] -7.384227970 1057.1346 4.9134546971 251.24964
#> [69,] 1.282419123 1064.7518 4.8903508662 92.96574
#> [70,] 0.633156364 1071.7451 4.8652723149 -146.37830
#> [71,] 5.357322210 1078.4167 4.8384976068 -87.77404
#> [72,] 5.607470024 1082.5514 4.8123837512 682.84108
#> [73,] -6.665940650 1084.0328 4.7893978122 389.63314
#> [74,] 2.019022645 1088.6144 4.7666070405 -167.63338
#> [75,] -0.248521523 1092.2272 4.7448997260 -208.97863
#> [76,] -1.453401978 1095.9347 4.7241665290 -240.48128
#> [77,] -1.140656386 1100.3024 4.7037680104 -179.16178
#> [78,] -1.783909021 1105.1842 4.6832023266 -164.40032
#> [79,] -4.588095918 1110.8813 4.6616846286 -224.29317
#> [80,] 3.510925249 1118.7064 4.6371963360 262.78264
#> [81,] 5.671920161 1124.8622 4.6112821168 116.46593
#> [82,] -1.562512196 1128.3345 4.5864373907 -172.77198
#> [83,] -5.070629408 1132.5141 4.5619747143 -136.44344
#> [84,] -2.034907140 1139.0449 4.5356632120 711.98998
#> [85,] 2.865531575 1146.5029 4.5066076053 364.63158
#> [86,] -0.854209710 1152.5892 4.4760686144 -161.73499
#> [87,] 2.723439439 1159.0452 4.4436704210 -185.76864
#> [88,] 3.007687552 1164.1928 4.4106112303 -233.20048
#> [89,] -3.610844790 1167.8981 4.3782143055 -187.28729
#> [90,] 0.632536833 1173.2629 4.3448910181 -141.89540
#> [91,] 7.711548075 1178.2979 4.3109196593 -162.00946
#> [92,] -13.211736251 1179.6859 4.2796930042 221.52584
#> [93,] -9.676182705 1187.2327 4.2453984131 64.44344
#> [94,] 2.370038312 1199.2789 4.2037787498 -181.64891
#> [95,] 3.902442692 1210.1729 4.1558767370 -124.07539
#> [96,] 11.502967982 1219.1907 4.1034092946 767.30632
#> [97,] -9.023230135 1222.7665 4.0514372720 292.25670
#> [98,] 4.005500026 1230.5180 3.9959908061 -143.52353
#> [99,] -0.512418095 1236.3374 3.9388321578 -204.82497
#> [100,] 1.150846166 1242.3397 3.8797358836 -268.49051
#> [101,] 6.671673912 1247.7436 3.8192083100 -149.41531
#> [102,] 5.172955477 1249.9612 3.7601847090 -132.13417
#> [103,] 1.914723869 1249.6961 3.7049409754 -202.61081
#> [104,] -3.372502425 1248.4786 3.6543195119 349.89390
#> [105,] 7.885581497 1248.7906 3.6068365511 150.32380
#> [106,] -0.661428692 1245.3605 3.5659614361 -229.69910
#> [107,] 1.714034886 1242.1995 3.5314031644 -143.91349
#> [108,] -8.225122982 1238.2008 3.5039158434 665.02437
#> [109,] -16.923034202 1238.0283 3.4798807453 364.89476
#> [110,] 4.280298556 1245.7607 3.4518524069 -180.04100
#> [111,] 7.193252118 1251.4596 3.4217139895 -195.65290
#> [112,] -3.741625275 1253.7582 3.3926302386 -315.01659
#> [113,] -3.024915213 1257.7808 3.3629549877 -183.75584
#> [114,] -1.336520362 1263.1909 3.3313573940 -183.85436
#> [115,] -4.563623626 1269.1956 3.2972494417 -258.63198
#> [116,] 12.762181031 1277.3044 3.2586233174 530.93340
#> [117,] -5.477054614 1279.3951 3.2210938744 133.08191
#> [118,] -0.524068633 1284.0145 3.1822514259 -267.49044
#> [119,] 0.427978973 1288.8406 3.1418654026 -190.26854
#> [120,] 2.021188611 1293.4257 3.1001240983 662.55309
#> [121,] 15.320870002 1297.0221 3.0579167556 660.65699
#> [122,] -4.172300284 1293.3981 3.0219839494 -288.22578
#> [123,] -0.596785738 1291.6929 2.9904900330 -282.09615
#> [124,] 3.073662401 1290.2359 2.9631724445 -325.30957
#> [125,] 2.956784803 1287.3115 2.9413834733 -172.26824
#> [126,] -5.988147793 1282.9799 2.9264239874 -230.99173
#> [127,] -2.389320028 1281.4390 2.9156594395 -241.04964
#> [128,] -14.896048004 1281.0067 2.9080386234 532.88930
#> [129,] 2.402285283 1287.5462 2.8970078694 201.05156
#> [130,] 0.927469265 1292.9490 2.8836240876 -295.87645
#> [131,] 1.075606884 1297.9039 2.8682953277 -238.97949
#> [132,] -3.691217088 1302.3395 2.8514948140 650.35172
#> [133,] 4.057912213 1308.4878 2.8315985574 743.45433
#> [134,] -4.693093695 1312.7149 2.8103918784 -316.02178
#> [135,] -11.968832535 1319.1196 2.7858100020 -381.15080
#> [136,] -1.346180431 1331.1076 2.7525871168 -353.76138
#> [137,] -0.382656446 1343.6930 2.7101309569 -234.31034
#> [138,] 4.510319455 1356.4153 2.6582731687 -178.92557
#> [139,] 1.076687998 1366.9724 2.5989981138 -238.04913
#> [140,] 17.176285300 1376.9659 2.5327794920 747.85783
#> [141,] 3.556400691 1378.8455 2.4671741872 191.59807
#> [142,] -2.467539790 1378.9933 2.4037468746 -329.52574
#> [143,] -7.387587747 1380.2337 2.3414119346 -335.84613
#> [144,] -5.195802768 1384.8731 2.2769191218 685.32268
#> [145,] 6.556456317 1391.8824 2.2079824892 749.56112
#> [146,] 4.011785861 1395.7509 2.1374866173 -291.76268
#> [147,] 3.793438210 1397.6692 2.0671965328 -328.46267
#> [148,] 1.148142252 1397.7399 1.9987811978 -375.88809
#> [149,] -2.379931636 1397.2043 1.9327457494 -282.82437
#> [150,] 2.847384779 1397.7177 1.8680431121 -194.56507
#> [151,] 0.312619517 1396.8323 1.8059260222 -225.14491
#> [152,] -6.134270683 1395.7383 1.7465320199 729.39597
#> [153,] 0.334910527 1397.4590 1.6871622696 162.20608
#> [154,] 1.441749445 1398.9634 1.6279641186 -331.40518
#> [155,] -0.001036659 1399.7331 1.5695718794 -311.73211
#> [156,] 5.603357779 1400.4450 1.5119850959 792.95168
#> [157,] -11.515928192 1398.4738 1.4576690232 688.04208
#> [158,] -1.225861243 1401.8440 1.4015571100 -314.61811
#> [159,] 3.924971457 1405.7323 1.3431100258 -308.65731
#> [160,] -0.685785526 1407.7233 1.2840546025 -410.03750
#> [161,] -2.755077626 1409.9765 1.2240891216 -287.22142
#> [162,] -8.638023264 1413.4606 1.1620014582 -250.82255
#> [163,] 5.511641594 1420.9297 1.0939912250 -212.44137
#> [164,] 7.137177661 1425.7485 1.0224833255 786.11431
#> [165,] -3.169159112 1427.1518 0.9506178346 129.01735
#> [166,] -3.063569624 1429.9681 0.8770004482 -362.90451
#> [167,] 0.832002946 1434.1461 0.8002833171 -284.97811
#> [168,] 7.544642303 1437.8576 0.7208324896 810.59776
#> [169,] 5.006549460 1437.9548 0.6419673089 782.03869
#> [170,] 0.846396207 1435.6273 0.5658904581 -335.47373
#> [171,] 0.773186944 1432.8273 0.4929743179 -341.60046
#> [172,] 0.441992061 1429.5920 0.4235590598 -443.03402
#> [173,] 4.512167281 1426.0803 0.3578391429 -254.59246
#> [174,] 9.889845672 1420.3887 0.2977997416 -192.27859
#> [175,] -8.107620458 1410.0035 0.2477919955 -266.89586
#> [176,] -12.936893382 1403.3669 0.2042488734 751.57003
#> [177,] 1.511761697 1402.7480 0.1614786557 150.74022
#> [178,] -0.405602059 1401.3781 0.1201464575 -345.97250
#> [179,] -1.274965667 1400.1569 0.0800738300 -255.88192
#> [180,] -4.271727447 1399.4930 0.0406998389 738.77877
#> [181,] -1.052038070 1400.7911 0.0001450937 822.26096
#> [182,] -5.783924301 1402.5416 -0.0420532606 -356.75764
#> [183,] -1.904376355 1406.9598 -0.0884399211 -376.05541
#> [184,] -5.437071711 1412.2239 -0.1398527379 -475.78681
#> [185,] -4.126184550 1419.9840 -0.1986838067 -280.85780
#> [186,] -0.040216374 1429.6185 -0.2667484850 -267.57829
#> [187,] 7.025547025 1439.2038 -0.3440644663 -225.22934
#> [188,] 1.042802563 1445.4201 -0.4275407888 883.53710
#> [189,] 1.007359071 1451.0643 -0.5167186608 126.92830
#> [190,] 3.976119789 1456.1474 -0.6111548843 -331.12355
#> [191,] 8.972892488 1459.2732 -0.7091001243 -241.24604
#> [192,] 3.778729382 1458.0969 -0.8066066643 717.12441
#> [193,] 3.125389957 1455.0526 -0.9020120134 842.82199
#> [194,] 9.491933325 1450.4486 -0.9939411239 -302.94058
#> [195,] -2.094111182 1441.3055 -1.0782179221 -413.21137
#> [196,] 2.964087678 1433.0592 -1.1557637336 -431.02328
#> [197,] 3.456429746 1423.3466 -1.2252744776 -267.80303
#> [198,] -7.873786900 1411.9451 -1.2852294621 -327.07127
#> [199,] -1.966938873 1404.1727 -1.3390928408 -278.20572
#> [200,] 11.851951700 1397.2680 -1.3877299889 1025.88008
#> [201,] -7.922863662 1384.7617 -1.4259265180 104.16121
#> [202,] -1.777932430 1375.9292 -1.4571681735 -342.15130
#> [203,] -4.349553760 1367.8986 -1.4822371753 -319.54903
#> [204,] -2.182704284 1361.8808 -1.5030471543 669.30194
#> [205,] 0.252002924 1356.8648 -1.5205584138 856.88320
#> [206,] -6.312910015 1351.7132 -1.5346600825 -360.40033
#> [207,] -1.286376123 1349.5054 -1.5481295903 -387.21899
#> [208,] 1.015455810 1347.8867 -1.5615328916 -419.90219
#> [209,] -0.947565342 1345.7789 -1.5744232261 -273.83136
#> [210,] 0.815768210 1344.1022 -1.5872174850 -286.91796
#> [211,] -1.587235121 1342.0304 -1.5995567627 -284.44321
#> [212,] 4.787221983 1340.6900 -1.6121393796 991.52275
#> [213,] 10.072833143 1337.0941 -1.6228591480 200.83309
#> [214,] -0.816190373 1328.7680 -1.6272844212 -352.95179
#> [215,] -6.466255664 1320.8199 -1.6257742905 -335.35362
#> [216,] -6.584901344 1315.9029 -1.6211736517 628.68199
#> [217,] -0.351635828 1314.0758 -1.6163796001 864.27587
#> [218,] 0.887002566 1312.4182 -1.6115468416 -351.30517
#> [219,] 1.951029778 1310.3498 -1.6062851301 -350.30084
#> [220,] -0.978869523 1307.3726 -1.5997360901 -435.39373
#> [221,] -0.660140137 1304.8606 -1.5923303852 -272.20043
#> [222,] 1.778961759 1302.6652 -1.5843584509 -264.44421
#> [223,] -0.010118228 1299.6444 -1.5750376147 -274.63428
#> [224,] -7.313149239 1296.6376 -1.5643723282 893.67555
#> [225,] -3.979406154 1297.0679 -1.5555800867 154.91150
#> [226,] 0.240072224 1299.3715 -1.5504116711 -350.61154
#> [227,] 4.245818375 1301.5677 -1.5487614591 -275.81353
#> [228,] 3.750820212 1301.7763 -1.5487614591 676.47286
#>
#> $model$linearized
#> [1] 790 540 536 524 553 589 593 895 863 647 642 1166 999 568 602
#> [16] 583 613 619 608 985 905 669 693 1275 1055 636 635 610 684 726
#> [31] 679 1156 1023 733 772 1410 1309 720 696 689 786 808 783 1248 1103
#> [46] 747 851 1468 1375 758 743 751 855 839 787 1361 1042 899 908 1600
#> [61] 1559 825 813 806 893 876 830 1301 1159 926 996 1771 1467 923 883
#> [76] 854 920 939 882 1385 1247 954 991 1849 1514 990 976 934 977 1032
#> [91] 1024 1388 1242 1020 1090 1998 1506 1091 1031 975 1105 1123 1049 1595 1407
#> [106] 1015 1100 1895 1586 1070 1063 935 1071 1078 1006 1821 1407 1016 1099 1958
#> [121] 1973 1001 1009 968 1118 1046 1038 1799 1491 998 1060 1949 2056 992 926
#> [136] 976 1109 1182 1130 2142 1574 1047 1037 2065 2148 1108 1073 1023 1112 1206
#> [151] 1172 2119 1560 1069 1088 2199 2075 1086 1101 997 1120 1154 1214 2219 1553
#> [166] 1064 1150 2256 2225 1101 1092 987 1176 1238 1135 2142 1555 1055 1143 2134
#> [181] 2222 1040 1029 931 1135 1162 1221 2330 1579 1129 1227 2179 2301 1157 1026
#> [196] 1005 1159 1077 1124 2435 1481 1032 1044 2029 2214 985 961 929 1071 1058
#> [211] 1056 2337 1548 975 979 1938 2178 962 962 871 1032 1040 1025 2183 1448
#> [226] 949 1030 1982
#>
#>
#> $bsm
#> $bsm$initial
#> $bsm$initial$level
#> [1] 0.8093253
#>
#> $bsm$initial$slope
#> [1] 0.0006285975
#>
#> $bsm$initial$seasonal
#> [1] 0.3366748
#>
#> $bsm$initial$noise
#> [1] 1
#>
#> $bsm$initial$tau
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 4.403298e+00 NaN NaN NaN 0.000000 4.403298
#> [2,] 4.565711e-01 4.403298e+00 4.403298e+00 NaN 4.403298 4.600546
#> [3,] 5.520470e-02 1.125366e+00 2.710499e+00 NaN 4.600546 4.612089
#> [4,] 9.446070e-03 6.098100e-01 1.959419e+00 NaN 4.612089 4.613230
#> [5,] 1.751139e-02 4.345789e-01 1.542688e+00 NaN 4.613230 4.626308
#> [6,] 1.939122e-01 3.023004e-01 1.270862e+00 NaN 4.626308 4.802833
#> [7,] 5.466269e-01 7.488327e-02 9.770262e-01 NaN 4.802833 5.201798
#> [8,] 3.802374e-01 2.394507e-02 6.462570e-01 NaN 5.201798 5.452091
#> [9,] 3.748188e-02 3.735837e-02 5.369590e-01 NaN 5.452091 5.487848
#> [10,] 4.075649e-01 6.989694e-03 4.367873e-01 NaN 5.487848 5.960464
#> [11,] 3.834970e-03 6.991890e-02 3.038990e-01 NaN 5.960464 6.002424
#> [12,] 6.308686e-01 8.654182e-02 2.095099e-01 4.403298e+00 6.002424 6.424913
#> [13,] 1.743675e+00 1.689755e-02 1.886464e-01 3.450110e+00 6.424529 6.428569
#> [14,] 2.020486e-01 6.011080e-01 9.557011e-02 8.604649e-02 2.479746 6.428861
#> [15,] 5.203938e-02 2.063477e-01 5.675891e-02 8.785514e-03 2.165904 3.413090
#> [16,] 2.906174e-01 3.589313e-01 2.449310e-02 6.075287e-04 2.286885 3.630281
#> [17,] 1.948972e-03 8.963982e-01 1.522328e-03 4.474846e-02 2.671009 3.562634
#> [18,] 2.946655e-01 8.369839e-01 4.671676e-03 4.271627e-02 2.670483 3.386514
#> [19,] 9.931803e-02 3.117365e-01 1.696004e-02 8.698266e-01 2.768753 3.236133
#> [20,] 2.472950e-01 1.239901e-01 2.775968e-02 3.106652e-01 2.419538 4.020427
#> [21,] 1.439755e-01 7.515383e-04 2.764578e-02 9.369706e-02 3.764691 3.883878
#> [22,] 2.799738e-05 4.847032e-02 1.947478e-02 1.573756e-01 3.785125 3.992229
#> [23,] 6.087396e-02 4.997264e-02 1.289342e-02 3.471622e-01 3.673072 3.906779
#> [24,] 1.411248e-02 3.918681e-03 1.106264e-02 1.469284e-01 3.865308 4.272494
#> [25,] 2.563692e+00 2.209079e-04 1.103712e-02 3.773772e-02 3.684232 9.953356
#> [26,] 1.576644e-02 1.057209e+00 2.427887e-12 1.168561e-01 9.058751 9.984942
#> [27,] 1.883723e-02 8.928815e-01 8.855653e-03 3.959876e-02 8.973490 10.036564
#> [28,] 2.110754e-01 7.300257e-01 3.140372e-02 2.738798e-01 8.778765 9.867598
#> [29,] 1.369133e-02 1.325468e+00 8.277611e-02 6.703082e-02 7.972566 9.732651
#> [30,] 4.771731e-02 1.502704e+00 1.628070e-01 1.766659e-01 7.909383 9.726674
#> [31,] 1.287965e-01 1.173490e+00 2.538015e-01 1.215772e+00 7.976144 9.593135
#> [32,] 3.891283e-01 1.728113e+00 3.902797e-01 4.454588e-01 7.808803 9.918874
#> [33,] 7.247109e-02 8.289263e-01 4.982741e-01 4.336672e-01 6.811803 8.126507
#> [34,] 7.540653e-03 5.417123e-01 5.925940e-01 2.509829e-02 6.779255 8.174214
#> [35,] 1.966725e-01 4.617821e-01 6.854140e-01 5.027248e-01 7.073062 8.069729
#> [36,] 1.355323e-01 9.320100e-01 8.318988e-01 1.539040e+00 6.980967 8.084535
#> [37,] 2.217785e+00 5.291978e-01 9.479907e-01 3.328123e+00 6.754939 7.798301
#> [38,] 5.606814e-03 5.430131e-02 8.963102e-01 1.245137e-01 1.534149 2.877455
#> [39,] 1.880161e-01 7.904779e-02 8.391198e-01 1.327104e-01 1.548664 2.668644
#> [40,] 1.566465e-02 3.068446e-06 8.305217e-01 4.002893e-02 1.108363 1.956431
#> [41,] 1.419459e-02 6.212215e-03 8.358271e-01 3.339714e-03 1.072767 1.996499
#> [42,] 2.087788e-01 2.416239e-02 8.542987e-01 1.555789e-02 1.121517 2.330078
#> [43,] 5.072279e-01 1.918319e-02 8.246019e-01 3.057798e-02 1.568281 2.879736
#> [44,] 1.057323e-02 3.556205e-01 7.245570e-01 1.106561e-01 1.931138 3.054617
#> [45,] 1.768649e+00 2.809400e-01 6.413590e-01 2.365425e-01 2.028591 6.908702
#> [46,] 1.922494e+00 1.916265e+00 4.555796e-01 4.344090e-01 4.867212 7.928142
#> [47,] 4.475132e-02 2.433616e-01 3.957116e-01 3.275629e-03 6.254159 7.083449
#> [48,] 3.733384e-01 3.956415e-01 3.266338e-01 3.318233e-02 6.173217 8.154263
#> [49,] 1.010661e+00 5.598482e-02 3.014360e-01 2.391402e-01 7.539126 10.952040
#> [50,] 2.564356e-02 1.669505e-01 3.405530e-01 1.618037e-02 10.179463 11.079507
#> [51,] 1.955488e-02 2.613553e-01 3.931851e-01 5.341313e-03 10.027708 11.018833
#> [52,] 1.019924e-02 3.609594e-01 4.600424e-01 3.778797e-02 9.834822 10.947578
#> [53,] 2.228759e-01 2.871869e-01 5.237042e-01 3.619935e-01 9.824493 10.963924
#> [54,] 3.893396e-02 5.433948e-02 5.513671e-01 1.352078e-02 10.003260 10.963452
#> [55,] 1.403580e-01 1.292681e-01 5.966756e-01 8.917814e-01 9.790647 10.753746
#> [56,] 3.041641e+00 3.594789e-01 6.777054e-01 2.840282e+00 8.960284 13.083677
#> [57,] 4.174672e+00 2.683566e-01 6.033835e-01 4.319256e+00 11.990886 13.408271
#> [58,] 1.350306e+00 6.257019e-01 7.126243e-01 7.219571e-01 9.785786 11.032441
#> [59,] 2.036488e-01 2.168341e-03 7.172594e-01 5.174773e-01 9.076376 9.788033
#> [60,] 4.971617e-01 1.126079e-01 7.651623e-01 3.073902e-01 9.322652 12.821821
#> [61,] 8.290068e+00 6.194103e-01 8.865898e-01 1.656289e+00 11.224992 16.490118
#> [62,] 2.967641e-01 1.116268e+00 7.210289e-01 1.167244e-02 11.702808 14.132154
#> [63,] 8.112893e-02 5.007793e-01 6.194574e-01 2.380470e-02 12.455919 13.988171
#> [64,] 1.206892e-03 2.758894e-01 5.489175e-01 2.432880e-02 12.699906 13.919847
#> [65,] 1.054841e-03 2.996740e-01 4.801917e-01 9.209752e-04 12.661137 13.760033
#> [66,] 6.274799e-02 2.772866e-01 4.185542e-01 2.615197e-03 12.611050 13.420539
#> [67,] 6.386095e-02 1.341301e-01 3.780529e-01 1.115009e+00 12.507901 13.080842
#> [68,] 2.075009e+00 4.182632e-02 3.560988e-01 3.573187e+00 12.438328 13.096117
#> [69,] 6.827552e-02 5.141900e-01 4.326504e-01 8.983986e-01 9.631445 10.691937
#> [70,] 1.054805e-02 3.023412e-01 4.961515e-01 4.535624e-01 9.262236 10.123886
#> [71,] 1.087743e+00 2.343679e-01 5.555139e-01 9.196772e-01 9.539258 10.837332
#> [72,] 1.166788e+00 3.348631e-02 5.316192e-01 8.006795e+00 10.317290 10.794763
#> [73,] 1.780407e+00 7.635455e-01 4.275126e-01 3.785789e+00 6.429268 7.773240
#> [74,] 1.546437e-01 4.178766e-04 4.246843e-01 1.886929e-02 2.419141 2.720019
#> [75,] 2.156063e-03 7.393459e-02 3.944341e-01 2.079381e-01 1.961885 2.618019
#> [76,] 8.746197e-02 5.866153e-02 3.684340e-01 8.558896e-03 1.999917 2.636333
#> [77,] 3.829384e-02 2.819036e-03 3.625575e-01 5.578215e-02 2.036648 2.509854
#> [78,] 1.162363e-01 5.187188e-03 3.696288e-01 2.833137e-03 1.912763 2.667302
#> [79,] 8.009272e-01 8.409095e-02 3.999618e-01 4.286555e-03 2.134807 4.819665
#> [80,] 5.689483e-01 7.432124e-01 4.979761e-01 8.042534e-02 3.556227 5.122354
#> [81,] 1.227781e+00 1.443040e-01 5.442963e-01 6.369771e-01 4.296275 5.599033
#> [82,] 9.531952e-02 1.078751e-01 5.033551e-01 4.589748e-02 4.777617 5.397711
#> [83,] 1.004039e+00 1.718275e-02 4.872588e-01 8.534946e-01 4.542677 5.423934
#> [84,] 2.071866e-01 2.594782e-01 5.493486e-01 3.025483e-01 3.915136 6.050738
#> [85,] 3.773018e-01 6.404801e-01 6.546118e-01 9.901995e-02 4.566903 6.720602
#> [86,] 3.282109e-02 1.662077e-01 7.115471e-01 7.714379e-02 5.984608 6.954602
#> [87,] 2.630908e-01 2.740079e-01 7.882474e-01 4.867599e-02 6.050201 6.965046
#> [88,] 3.325052e-01 3.827345e-02 8.176358e-01 3.495979e-02 5.956968 6.898861
#> [89,] 4.965206e-01 2.988759e-02 7.908368e-01 1.393626e-01 6.192055 7.583336
#> [90,] 1.205282e-02 7.696758e-02 8.329609e-01 3.321012e-01 6.750822 7.739020
#> [91,] 2.166668e+00 4.295921e-02 8.650507e-01 2.224894e+00 6.674390 8.069208
#> [92,] 6.184250e+00 5.378136e-01 7.526176e-01 2.540714e-03 5.668288 14.852501
#> [93,] 3.539069e+00 7.323235e-01 8.837855e-01 2.910801e-01 11.675410 17.970053
#> [94,] 2.034602e-01 4.234739e+00 1.242793e+00 1.938682e-01 11.673624 16.812014
#> [95,] 5.672982e-01 3.131427e+00 1.600157e+00 1.661074e-01 12.112139 16.802661
#> [96,] 4.846994e+00 1.659672e+00 1.888471e+00 2.432713e+00 12.683461 18.962729
#> [97,] 2.660146e+00 1.403529e-02 1.860341e+00 1.135599e+00 15.669736 19.373813
#> [98,] 5.289678e-01 8.531448e-01 2.079947e+00 1.425511e-01 14.950248 18.237072
#> [99,] 2.092307e-02 2.106269e-01 2.193330e+00 7.883489e-02 15.821870 18.179029
#> [100,] 4.611841e-02 3.039927e-01 2.333654e+00 1.045931e+00 15.801217 18.927635
#> [101,] 1.653759e+00 1.715102e-01 2.441794e+00 1.565057e-01 17.033114 19.349152
#> [102,] 9.590122e-01 1.660615e-01 2.334378e+00 5.037893e-01 16.669435 20.312560
#> [103,] 1.169855e-01 1.067467e+00 2.073640e+00 5.044384e+00 17.757653 22.266502
#> [104,] 3.912348e-01 1.566750e+00 1.778592e+00 3.870618e-01 18.847677 29.491316
#> [105,] 2.414297e+00 7.260128e-01 1.590658e+00 2.763808e+00 22.808602 26.781748
#> [106,] 1.558829e-02 3.403187e+00 1.220027e+00 2.404349e-02 19.370570 25.837811
#> [107,] 9.404306e-02 3.115199e+00 9.114198e-01 9.214177e-01 18.925873 24.940450
#> [108,] 2.573450e+00 3.845152e+00 6.212812e-01 4.238341e+00 19.299244 24.021406
#> [109,] 1.028998e+01 8.760969e-01 5.023196e-01 1.347648e+00 17.060943 46.712708
#> [110,] 6.613025e-01 1.239672e+00 6.451401e-01 1.986219e-01 44.025823 47.816319
#> [111,] 1.891017e+00 3.526724e-01 7.285962e-01 3.845167e-01 45.509992 48.733595
#> [112,] 5.293857e-01 8.104613e-02 6.879073e-01 1.283553e-04 47.648892 48.754360
#> [113,] 3.641191e-01 3.245520e-02 7.134797e-01 1.124677e-02 46.838893 48.023990
#> [114,] 6.754901e-02 3.199765e-01 7.968636e-01 1.169160e-02 45.747675 47.456067
#> [115,] 7.206239e-01 5.353983e-01 9.115728e-01 9.981996e+00 45.733829 47.042929
#> [116,] 6.127743e+00 1.623197e+00 1.129721e+00 7.180599e+00 44.475115 46.384671
#> [117,] 1.156918e+00 9.452010e-02 1.074974e+00 6.023499e-03 34.805458 37.336927
#> [118,] 1.309927e-02 1.441986e-01 1.142882e+00 6.367895e-02 35.826080 37.306528
#> [119,] 3.788010e-03 2.050794e-01 1.226597e+00 7.126531e-01 35.618526 37.369368
#> [120,] 1.834764e-01 1.710132e-01 1.305658e+00 1.276436e+01 36.401337 37.397559
#> [121,] 8.591077e+00 1.956611e-02 1.333045e+00 2.457398e+01 36.738021 38.609939
#> [122,] 6.206114e-01 3.002360e+00 1.015202e+00 7.202783e-03 10.193731 15.443014
#> [123,] 1.241645e-02 1.511502e+00 8.159163e-01 1.863628e+00 7.753710 12.839664
#> [124,] 3.731894e-01 1.341539e+00 6.480672e-01 1.121459e-02 7.101754 9.846691
#> [125,] 3.054411e-01 2.398027e+00 4.537803e-01 1.852248e-01 7.419179 11.104860
#> [126,] 1.266546e+00 3.616356e+00 2.623961e-01 2.006647e-01 7.572360 11.253739
#> [127,] 2.011405e-01 1.398668e+00 1.696483e-01 4.348066e-04 8.402405 10.257061
#> [128,] 8.549864e+00 8.030294e-01 1.127861e-01 4.528649e-01 8.805925 26.242603
#> [129,] 2.022785e-01 9.449755e-01 1.750777e-01 9.703365e-01 25.169378 26.417745
#> [130,] 4.395334e-02 4.688797e-01 2.271737e-01 1.751522e-01 24.977336 26.008366
#> [131,] 5.462282e-02 3.033835e-01 2.740248e-01 2.478922e-01 24.585100 26.807722
#> [132,] 4.429482e-01 1.611846e-01 3.109766e-01 1.463740e+00 24.987273 26.739591
#> [133,] 4.501999e-01 6.835010e-01 3.943560e-01 2.091384e+00 25.252257 27.016093
#> [134,] 7.696166e-01 1.584233e-01 4.381139e-01 5.233619e-01 24.463040 27.091791
#> [135,] 5.109517e+00 9.189108e-01 5.527706e-01 4.667430e-01 24.321971 30.293263
#> [136,] 7.673564e-02 5.774510e+00 8.984818e-01 2.593582e-03 20.066347 27.613302
#> [137,] 4.076462e-03 6.656838e+00 1.362872e+00 1.331570e+00 19.630046 27.623595
#> [138,] 7.254201e-01 6.869341e+00 1.933591e+00 3.653572e-02 19.655445 27.533809
#> [139,] 4.751067e-02 4.312788e+00 2.456994e+00 5.560448e+00 19.634170 25.235796
#> [140,] 1.096909e+01 3.753843e+00 3.002188e+00 6.311688e+00 19.610973 24.675098
#> [141,] 4.370668e-01 3.205911e-02 2.951179e+00 5.751236e-01 5.800133 8.950978
#> [142,] 2.415588e-01 3.618817e-01 2.779482e+00 1.946856e-01 5.855783 8.938445
#> [143,] 1.951277e+00 8.263896e-02 2.700099e+00 1.814141e+00 5.497204 8.682121
#> [144,] 1.002313e+00 3.664037e-01 2.873907e+00 2.702344e-03 4.193328 11.312971
#> [145,] 1.589208e+00 1.550591e+00 3.246829e+00 2.426514e-04 6.800881 11.895020
#> [146,] 6.033467e-01 1.931612e-01 3.385542e+00 3.392190e-01 8.314813 11.668814
#> [147,] 5.591178e-01 3.247340e-03 3.370234e+00 1.414679e+00 8.286298 11.679582
#> [148,] 4.916258e-02 2.861893e-01 3.207461e+00 6.359547e-02 6.662544 10.872753
#> [149,] 1.892485e-01 4.579643e-01 3.006663e+00 8.382807e-02 6.778755 10.443699
#> [150,] 3.147619e-01 1.589256e-01 2.892498e+00 1.658058e-01 6.365551 10.360012
#> [151,] 1.269476e-03 5.735882e-01 2.679410e+00 3.170300e-01 7.297201 10.192171
#> [152,] 1.577369e+00 6.086744e-01 2.468307e+00 9.164547e-05 7.227072 11.663803
#> [153,] 4.834416e-03 5.203113e-04 2.477090e+00 1.087850e-01 8.432336 11.316140
#> [154,] 9.521881e-02 4.686187e-04 2.474084e+00 1.710431e-01 8.543783 10.956777
#> [155,] 1.865882e-03 4.794894e-02 2.418461e+00 9.472862e-01 8.728350 11.158775
#> [156,] 1.110198e+00 6.081701e-02 2.356310e+00 4.784714e+00 8.624124 11.348674
#> [157,] 4.891923e+00 8.473186e-01 2.123535e+00 2.231845e-01 5.420046 13.727853
#> [158,] 5.873839e-02 2.441157e-01 2.251871e+00 3.718759e-01 7.762920 11.224283
#> [159,] 5.371056e-01 4.213894e-01 2.425601e+00 4.799426e-01 7.132684 10.561583
#> [160,] 1.594632e-02 3.253570e-02 2.478013e+00 1.353322e-01 7.346014 10.539747
#> [161,] 2.729279e-01 6.821521e-02 2.553440e+00 4.236406e-01 6.983516 10.830630
#> [162,] 2.849890e+00 3.545750e-01 2.724413e+00 8.158457e-01 7.241353 13.547705
#> [163,] 1.149840e+00 2.808120e+00 3.226788e+00 4.307843e-01 6.569790 12.913234
#> [164,] 2.036021e+00 9.795041e-01 3.547105e+00 1.590058e+00 8.520233 12.954807
#> [165,] 3.748214e-01 5.863020e-03 3.579704e+00 1.084457e-02 8.179004 11.866511
#> [166,] 3.501981e-01 2.194561e-01 3.742662e+00 4.410617e-01 7.889040 11.880547
#> [167,] 2.425260e-02 7.180144e-01 4.040639e+00 3.718792e-04 7.623164 11.894095
#> [168,] 1.970045e+00 5.591439e-01 4.315523e+00 8.020425e-01 7.391473 13.044273
#> [169,] 9.865459e-01 2.277472e-02 4.273131e+00 1.923605e+00 9.324873 13.058196
#> [170,] 3.214200e-02 6.194456e-01 4.007683e+00 9.667466e-02 6.133554 11.179744
#> [171,] 1.658839e-02 8.136154e-01 3.712142e+00 1.401093e-02 6.272350 11.374873
#> [172,] 1.085397e-02 9.695658e-01 3.401177e+00 5.503947e-01 6.472616 11.087329
#> [173,] 7.799564e-01 1.105843e+00 3.083019e+00 2.022494e-01 6.791454 11.187528
#> [174,] 3.633904e+00 2.617169e+00 2.617859e+00 2.900133e+00 6.185375 14.405235
#> [175,] 2.500977e+00 8.065553e+00 1.885136e+00 1.034066e-01 4.873890 14.405752
#> [176,] 6.084292e+00 3.336737e+00 1.478536e+00 4.411644e-01 6.260983 16.966459
#> [177,] 9.440359e-02 6.017638e-02 1.433075e+00 7.195908e-03 12.726444 15.042270
#> [178,] 3.674964e-03 1.957533e-01 1.347974e+00 1.731691e-03 12.642851 15.410637
#> [179,] 7.579226e-02 1.629375e-01 1.273174e+00 1.342906e+00 13.069496 16.121853
#> [180,] 6.972973e-01 5.156864e-02 1.234940e+00 1.646018e+00 13.733252 16.150283
#> [181,] 5.024782e-02 9.540026e-02 1.303572e+00 3.824884e-01 11.310056 14.579611
#> [182,] 1.236164e+00 2.051057e-01 1.405049e+00 6.930613e-02 11.891865 17.313065
#> [183,] 1.196290e-01 1.362169e+00 1.671859e+00 2.005225e-02 12.386121 17.049930
#> [184,] 1.039577e+00 1.931277e+00 2.020538e+00 4.155006e-05 11.119607 18.864689
#> [185,] 6.642723e-01 4.183898e+00 2.591457e+00 2.664975e-01 10.430619 20.288080
#> [186,] 1.383246e-05 6.605934e+00 3.411433e+00 2.527634e+00 9.280361 20.365188
#> [187,] 1.860057e+00 6.623384e+00 4.354536e+00 1.339322e+00 9.981976 20.080891
#> [188,] 4.015976e-02 2.880225e+00 5.060617e+00 3.820761e+00 11.717484 25.590398
#> [189,] 4.318696e-02 2.461394e+00 5.773342e+00 1.867488e-01 9.620515 18.396720
#> [190,] 5.683340e-01 2.061506e+00 6.481865e+00 2.594414e-02 10.146892 18.393660
#> [191,] 2.918038e+00 9.039166e-01 7.005694e+00 3.973773e-01 10.587954 20.146842
#> [192,] 5.326137e-01 2.251592e-02 7.012395e+00 4.987570e-01 14.016337 20.722437
#> [193,] 3.421457e-01 3.854992e-01 6.794608e+00 4.822679e-02 15.489187 20.757548
#> [194,] 3.350167e+00 9.973700e-01 6.402904e+00 9.730072e-01 14.683698 23.065440
#> [195,] 1.444219e-01 4.756801e+00 5.489906e+00 6.047814e-01 13.702687 22.440347
#> [196,] 3.221263e-01 3.750710e+00 4.740331e+00 3.485318e-02 13.801055 21.732488
#> [197,] 4.646952e-01 5.311527e+00 3.900170e+00 1.644045e+00 12.293261 22.253847
#> [198,] 2.234817e+00 7.547077e+00 2.985529e+00 8.923718e-02 11.545992 22.348055
#> [199,] 1.435221e-01 3.174091e+00 2.468666e+00 5.088222e+00 12.127352 19.093105
#> [200,] 4.875627e+00 2.364917e+00 2.063740e+00 3.848181e+00 11.727229 17.796621
#> [201,] 2.323920e+00 8.831363e+00 1.343017e+00 6.955524e-03 5.030407 17.320929
#> [202,] 1.207592e-01 3.942530e+00 9.499119e-01 5.475044e-01 9.474016 15.404858
#> [203,] 6.625727e-01 3.106191e+00 6.553665e-01 8.605923e-02 9.243332 13.513617
#> [204,] 1.534261e-01 1.525102e+00 4.830243e-01 7.106567e-01 7.109264 9.644766
#> [205,] 2.132538e-03 9.628978e-01 3.651753e-01 9.143232e-01 5.929507 6.991047
#> [206,] 1.521879e+00 1.023679e+00 2.579772e-01 1.210936e+00 5.926715 6.975508
#> [207,] 5.515105e-02 4.300490e-02 2.448226e-01 1.367690e-02 4.276269 4.810700
#> [208,] 3.498261e-02 2.939182e-03 2.483468e-01 8.668974e-02 4.509345 4.854373
#> [209,] 3.624670e-02 3.107923e-02 2.390048e-01 5.971064e-01 4.586372 4.845787
#> [210,] 3.374444e-02 2.715006e-03 2.438407e-01 5.699918e-01 4.488865 4.853229
#> [211,] 8.807459e-02 2.964651e-02 2.359353e-01 3.478398e-02 4.293946 4.663626
#> [212,] 7.788392e-01 4.667103e-04 2.516595e-01 2.439947e+00 4.221517 8.016688
#> [213,] 3.833868e+00 3.108980e-01 2.016355e-01 1.426829e+00 7.250247 10.040245
#> [214,] 2.135995e-02 3.440467e+00 5.373155e-02 8.974524e-02 4.764918 8.706381
#> [215,] 1.544829e+00 3.170038e+00 9.949687e-05 1.108734e-02 4.765058 8.498886
#> [216,] 1.601076e+00 9.734260e-01 1.508679e-02 1.849290e-01 6.261823 7.826569
#> [217,] 1.264994e-02 1.721536e-02 2.346139e-02 6.312740e-02 6.890449 6.961312
#> [218,] 6.382504e-02 5.277506e-03 3.258041e-02 2.515766e-02 6.935944 6.935944
#> [219,] 2.334241e-01 4.446278e-02 5.641378e-02 2.658603e-01 6.924738 6.924738
#> [220,] 7.082605e-02 2.306389e-01 1.297164e-01 3.796240e-03 6.808665 6.808665
#> [221,] 3.124901e-02 1.147581e-01 2.387533e-01 1.770599e-01 6.626293 6.626293
#> [222,] 1.892452e-01 5.995259e-02 4.075833e-01 9.181376e-02 6.555733 6.555733
#> [223,] 2.717690e-05 2.549584e-01 8.673364e-01 1.693540e+00 6.505575 6.505575
#> [224,] 3.617164e+00 2.708363e-01 1.918500e+00 3.103716e-01 6.488153 6.488153
#> [225,] 1.208885e+00 4.322040e-01 2.556520e+00 6.177012e-01 3.350350 3.350350
#> [226,] 2.676083e-03 2.134001e+00 2.187146e+00 5.283586e-01 2.741155 2.741155
#> [227,] 1.287196e+00 2.586485e+00 1.017524e+00 7.901872e-03 2.592685 2.592685
#> [228,] 1.017524e+00 1.017524e+00 NaN 1.017524e+00 1.017524 1.017524
#>
#>
#> $bsm$final
#> $bsm$final$level
#> [1] 0.4685294
#>
#> $bsm$final$slope
#> [1] 0.0004399603
#>
#> $bsm$final$seasonal
#> [1] 0.1859279
#>
#> $bsm$final$noise
#> [1] 1
#>
#> $bsm$final$tau
#> [,1] [,2] [,3] [,4] [,5] [,6]
#> [1,] 4.437989e+00 NaN NaN NaN 0.000000 4.437989
#> [2,] 4.746477e-01 4.437989e+00 4.4379887827 NaN 4.437989 4.637854
#> [3,] 6.330292e-02 1.121927e+00 2.7253326642 NaN 4.637854 4.645872
#> [4,] 1.658846e-02 5.904622e-01 1.9543982243 NaN 4.645872 4.649543
#> [5,] 1.898129e-02 3.949707e-01 1.5154506469 NaN 4.649543 4.660143
#> [6,] 1.926021e-01 2.675793e-01 1.2330586078 NaN 4.660143 4.837510
#> [7,] 5.673939e-01 5.842160e-02 0.9369323072 NaN 4.837510 5.263855
#> [8,] 4.150549e-01 3.906371e-02 0.6061775906 NaN 5.263855 5.536611
#> [9,] 3.840397e-02 2.900095e-02 0.5004421164 NaN 5.536611 5.573762
#> [10,] 4.341654e-01 3.431408e-03 0.4034630888 NaN 5.573762 6.081190
#> [11,] 7.445668e-03 9.294210e-02 0.2734317705 NaN 6.081190 6.136392
#> [12,] 6.498031e-01 1.212592e-01 0.1808061320 4.437989e+00 6.136392 6.561529
#> [13,] 1.598805e+00 7.960633e-03 0.1600048701 3.488604e+00 6.561288 6.572989
#> [14,] 1.969884e-01 6.064470e-01 0.0765505592 8.432285e-02 2.677765 6.573026
#> [15,] 6.156382e-02 2.118204e-01 0.0426602450 6.947732e-03 2.331761 3.577145
#> [16,] 2.809479e-01 3.822776e-01 0.0152351189 4.660907e-05 2.472155 3.832862
#> [17,] 1.628301e-03 9.221735e-01 0.0000225541 4.268424e-02 2.871523 3.769427
#> [18,] 2.886250e-01 8.659160e-01 0.0108747701 4.714738e-02 2.870077 3.592754
#> [19,] 9.704075e-02 3.329965e-01 0.0282356977 9.224944e-01 2.956112 3.451879
#> [20,] 2.521904e-01 1.390741e-01 0.0425973355 3.335811e-01 2.608723 4.227307
#> [21,] 1.406043e-01 1.993598e-03 0.0429813095 1.013530e-01 3.968896 4.080878
#> [22,] 4.533543e-05 4.010317e-02 0.0330797243 1.550567e-01 3.983568 4.218321
#> [23,] 5.264814e-02 3.833653e-02 0.0249451007 3.766124e-01 3.892832 4.142688
#> [24,] 1.272711e-02 2.113929e-03 0.0226777082 1.032996e-01 4.079052 4.490117
#> [25,] 2.444051e+00 7.645745e-04 0.0228555299 7.939112e-02 3.896100 10.182818
#> [26,] 1.436037e-02 9.840710e-01 0.0022938850 1.222496e-01 9.362625 10.204669
#> [27,] 1.480989e-02 8.317776e-01 0.0020085965 3.184265e-02 9.270236 10.258059
#> [28,] 2.012571e-01 6.912249e-01 0.0162623414 2.719043e-01 9.054153 10.075189
#> [29,] 1.682774e-02 1.257147e+00 0.0564046532 6.543124e-02 8.258618 9.943838
#> [30,] 5.103108e-02 1.449551e+00 0.1251931142 1.810853e-01 8.191328 9.930001
#> [31,] 1.280545e-01 1.116155e+00 0.2061762453 1.286719e+00 8.268346 9.783524
#> [32,] 3.916252e-01 1.656741e+00 0.3310881620 4.813307e-01 8.091054 10.102485
#> [33,] 8.479698e-02 7.773276e-01 0.4306207543 4.519489e-01 7.046978 8.237434
#> [34,] 3.903568e-03 4.802444e-01 0.5157669596 3.440877e-02 7.027026 8.282192
#> [35,] 1.877257e-01 4.254613e-01 0.6018052394 5.188321e-01 7.269738 8.154136
#> [36,] 1.314652e-01 8.678868e-01 0.7386164026 1.537318e+00 7.181453 8.174379
#> [37,] 2.112062e+00 4.861274e-01 0.8471336735 3.419373e+00 6.917936 7.885995
#> [38,] 5.519018e-03 5.769804e-02 0.7977047780 1.234501e-01 1.685309 2.949773
#> [39,] 1.844904e-01 8.290939e-02 0.7430203796 1.243804e-01 1.692501 2.728502
#> [40,] 1.942034e-02 1.243414e-04 0.7346716839 5.037632e-02 1.230656 1.993901
#> [41,] 1.061379e-02 6.171953e-03 0.7411195153 5.686902e-03 1.181853 2.003320
#> [42,] 2.031379e-01 2.097068e-02 0.7585756592 1.395719e-02 1.222338 2.340294
#> [43,] 5.013201e-01 2.106011e-02 0.7301352045 4.760353e-02 1.671787 2.924803
#> [44,] 3.544488e-03 3.603122e-01 0.6344032023 1.460253e-01 2.074650 3.061054
#> [45,] 1.702706e+00 3.155992e-01 0.5513856069 2.108959e-01 2.106092 6.881951
#> [46,] 1.911105e+00 1.959778e+00 0.3751477880 4.188933e-01 4.885828 7.836310
#> [47,] 3.745155e-02 2.617514e-01 0.3183135453 4.388563e-04 6.185055 6.947807
#> [48,] 4.025523e-01 4.041469e-01 0.2549674133 5.017881e-02 6.108084 8.074954
#> [49,] 8.336748e-01 5.211510e-02 0.2333067477 3.189785e-01 7.551508 10.677185
#> [50,] 3.155482e-02 1.279548e-01 0.2645315308 1.389711e-02 10.016857 10.803718
#> [51,] 2.864385e-02 2.223913e-01 0.3089920926 6.793294e-03 9.866616 10.734699
#> [52,] 1.004097e-02 3.364323e-01 0.3685865176 3.633081e-02 9.659444 10.639665
#> [53,] 2.142937e-01 2.658841e-01 0.4256856323 3.494546e-01 9.647804 10.658970
#> [54,] 3.505125e-02 4.784585e-02 0.4502338459 1.477071e-02 9.827583 10.658876
#> [55,] 1.447352e-01 1.147202e-01 0.4904650114 8.706563e-01 9.617262 10.450590
#> [56,] 3.012675e+00 3.392632e-01 0.5647794495 2.732175e+00 8.793320 12.809611
#> [57,] 4.127153e+00 2.807384e-01 0.4941826826 4.176660e+00 11.770094 13.108598
#> [58,] 1.321482e+00 5.956809e-01 0.5946083051 6.733881e-01 9.573767 10.748250
#> [59,] 1.839319e-01 1.246110e-03 0.5979922026 5.628534e-01 8.904730 9.479255
#> [60,] 4.851006e-01 9.609067e-02 0.6401150763 2.337530e-01 9.121875 12.535244
#> [61,] 8.171778e+00 5.715081e-01 0.7510477082 1.561862e+00 11.061231 16.289015
#> [62,] 2.972844e-01 1.154703e+00 0.5928415959 1.211541e-02 11.580646 13.904141
#> [63,] 8.073918e-02 5.261393e-01 0.4964926263 2.840614e-02 12.330090 13.748935
#> [64,] 7.335082e-04 2.952498e-01 0.4298540062 2.167435e-02 12.581745 13.676291
#> [65,] 3.551618e-04 3.143263e-01 0.3662958998 2.069625e-04 12.542404 13.527711
#> [66,] 7.452422e-02 3.008856e-01 0.3091378271 3.414036e-03 12.497075 13.194689
#> [67,] 7.689485e-02 1.397025e-01 0.2728974216 1.077180e+00 12.387040 12.844849
#> [68,] 1.970686e+00 3.852676e-02 0.2546307263 3.444197e+00 12.308877 12.829005
#> [69,] 5.943838e-02 4.928121e-01 0.3209591364 8.448597e-01 9.537438 10.462289
#> [70,] 1.448868e-02 2.980732e-01 0.3776990634 4.218976e-01 9.204615 9.953904
#> [71,] 1.037295e+00 2.198775e-01 0.4300142521 9.989885e-01 9.500285 10.681723
#> [72,] 1.136424e+00 3.337327e-02 0.4086003630 7.996115e+00 10.254422 10.630878
#> [73,] 1.605940e+00 7.475576e-01 0.3162523683 3.688700e+00 6.339845 7.573531
#> [74,] 1.473292e-01 2.910023e-03 0.3106041586 1.771800e-02 2.510596 2.719345
#> [75,] 2.232206e-03 8.967196e-02 0.2815185703 2.101478e-01 2.057097 2.599816
#> [76,] 7.634448e-02 7.247860e-02 0.2566003347 1.090855e-02 2.095575 2.601783
#> [77,] 4.702358e-02 8.554588e-03 0.2481843958 6.304922e-02 2.122352 2.473852
#> [78,] 1.150142e-01 2.134001e-03 0.2520794398 3.899030e-03 1.989018 2.599676
#> [79,] 7.608006e-01 6.920730e-02 0.2757634628 1.289417e-04 2.211467 4.627488
#> [80,] 4.455013e-01 6.737764e-01 0.3569233701 1.032192e-01 3.575853 4.866083
#> [81,] 1.162695e+00 1.552351e-01 0.3994522464 6.467368e-01 4.195346 5.315218
#> [82,] 8.823735e-02 8.732122e-02 0.3669478851 3.495308e-02 4.619980 5.094700
#> [83,] 9.292430e-01 1.114228e-02 0.3555551583 9.124093e-01 4.378206 5.089359
#> [84,] 1.496562e-01 2.609147e-01 0.4111196448 4.284018e-01 3.742243 5.639371
#> [85,] 2.967672e-01 5.747535e-01 0.5011049329 1.465193e-01 4.306825 6.211201
#> [86,] 2.637147e-02 1.679435e-01 0.5533286260 7.203763e-02 5.592846 6.398589
#> [87,] 2.680654e-01 2.638071e-01 0.6224905312 6.006140e-02 5.648491 6.405994
#> [88,] 3.269420e-01 3.334348e-02 0.6478950716 2.554273e-02 5.543698 6.357135
#> [89,] 4.712191e-01 3.347005e-02 0.6219678408 1.332212e-01 5.810418 6.986863
#> [90,] 1.446028e-02 6.548393e-02 0.6578192232 3.124488e-01 6.337478 7.103591
#> [91,] 2.149257e+00 3.204800e-02 0.6834348097 2.024116e+00 6.246265 7.498011
#> [92,] 6.308483e+00 5.748172e-01 0.5772871297 3.765465e-03 5.266175 14.603488
#> [93,] 3.383867e+00 7.181516e-01 0.6960984858 2.273190e-01 11.674320 17.668173
#> [94,] 2.030092e-01 4.093861e+00 1.0249516770 1.885421e-01 11.751272 16.555032
#> [95,] 5.503996e-01 3.011204e+00 1.3574021455 1.744524e-01 12.196036 16.550058
#> [96,] 4.782168e+00 1.590182e+00 1.6281073693 2.317185e+00 12.793675 18.741201
#> [97,] 2.942585e+00 1.872487e-02 1.5971726693 1.084559e+00 15.679626 19.474901
#> [98,] 5.798537e-01 9.209416e-01 1.8175088665 1.332873e-01 15.206823 18.353764
#> [99,] 9.489730e-03 2.236412e-01 1.9311469723 8.726425e-02 16.150388 18.251026
#> [100,] 4.786736e-02 2.864064e-01 2.0639559845 1.024352e+00 16.138548 18.999294
#> [101,] 1.608698e+00 1.562771e-01 2.1648183296 1.492802e-01 17.352896 19.452153
#> [102,] 9.671245e-01 1.725467e-01 2.0582905672 4.823137e-01 17.017614 20.475740
#> [103,] 1.325004e-01 1.089866e+00 1.8028811355 5.208022e+00 18.125804 22.479025
#> [104,] 4.110640e-01 1.629762e+00 1.5136359446 4.725095e-01 19.231562 29.688022
#> [105,] 2.247358e+00 7.513686e-01 1.3316302037 2.743026e+00 23.343415 27.037313
#> [106,] 1.581142e-02 3.330602e+00 0.9867040480 2.652863e-02 20.055740 26.196368
#> [107,] 1.061803e-01 3.043678e+00 0.7052426286 8.614202e-01 19.581791 25.357440
#> [108,] 2.445061e+00 3.813732e+00 0.4461383221 4.461736e+00 19.989680 24.439894
#> [109,] 1.035050e+01 9.090523e-01 0.3410916896 1.601582e+00 17.766200 47.591537
#> [110,] 6.621447e-01 1.216296e+00 0.4638238347 1.891283e-01 45.193667 48.757979
#> [111,] 1.870059e+00 3.396123e-01 0.5362688212 3.479990e-01 46.724596 49.793906
#> [112,] 5.059707e-01 8.484272e-02 0.4993787154 1.193449e-03 48.956732 49.798693
#> [113,] 3.306977e-01 2.668656e-02 0.5198879044 1.463965e-02 48.117277 49.027746
#> [114,] 6.455887e-02 2.818668e-01 0.5894199063 1.382102e-02 47.112048 48.548267
#> [115,] 7.527044e-01 4.806772e-01 0.6867965003 1.035747e+01 47.106693 48.155041
#> [116,] 5.886465e+00 1.557069e+00 0.8808119115 7.186841e+00 45.851782 47.478622
#> [117,] 1.084174e+00 9.173685e-02 0.8315214084 2.039612e-02 35.705132 38.022463
#> [118,] 9.926157e-03 1.314975e-01 0.8907480050 6.642995e-02 36.779615 38.037025
#> [119,] 6.619873e-03 1.817362e-01 0.9629872536 6.918407e-01 36.559471 38.152046
#> [120,] 1.476449e-01 1.401029e-01 1.0287536144 1.333999e+01 37.381424 38.164090
#> [121,] 8.483434e+00 1.656664e-02 1.0519151750 2.519987e+01 37.709281 39.348929
#> [122,] 6.291525e-01 3.003017e+00 0.7624595306 6.544660e-03 11.027422 15.980873
#> [123,] 1.287187e-02 1.502959e+00 0.5857634558 1.812501e+00 8.493725 13.265350
#> [124,] 3.414422e-01 1.330430e+00 0.4407504586 8.530254e-03 7.799087 10.371660
#> [125,] 3.159689e-01 2.331530e+00 0.2804306554 1.763609e-01 8.157682 11.738679
#> [126,] 1.295955e+00 3.557866e+00 0.1322008927 2.059804e-01 8.388516 11.862969
#> [127,] 2.063258e-01 1.342366e+00 0.0684615731 2.264245e-02 9.149407 10.833399
#> [128,] 8.019495e+00 7.539072e-01 0.0343176773 3.011138e-01 9.537799 26.557741
#> [129,] 2.085711e-01 8.870078e-01 0.0719102219 1.040044e+00 25.785046 26.767549
#> [130,] 3.108880e-02 4.223737e-01 0.1058788276 1.817456e-01 25.578462 26.346094
#> [131,] 4.181308e-02 2.885900e-01 0.1389129847 3.021313e-01 25.157405 27.139125
#> [132,] 4.924296e-01 1.652464e-01 0.1669005453 1.683404e+00 25.494505 27.134990
#> [133,] 5.951279e-01 7.311424e-01 0.2341240330 2.459721e+00 25.825906 27.376304
#> [134,] 7.960191e-01 1.310106e-01 0.2660396279 5.098027e-01 24.768437 27.053722
#> [135,] 5.177363e+00 8.691493e-01 0.3575496259 4.849399e-01 24.561525 30.187175
#> [136,] 6.549553e-02 5.696894e+00 0.6532721179 5.135759e-03 20.167058 27.354510
#> [137,] 5.292041e-03 6.504816e+00 1.0671423647 1.354661e+00 19.761276 27.368817
#> [138,] 7.352242e-01 6.744426e+00 1.5925725951 3.362931e-02 19.777193 27.276668
#> [139,] 4.189720e-02 4.198006e+00 2.0813964773 5.593239e+00 19.775130 24.964356
#> [140,] 1.066262e+01 3.679070e+00 2.5984874789 6.321331e+00 19.744625 24.381923
#> [141,] 4.571163e-01 2.870527e-02 2.5515151764 5.756016e-01 5.730011 8.526149
#> [142,] 2.200562e-01 3.620131e-01 2.3858535602 2.047984e-01 5.799447 8.510563
#> [143,] 1.972471e+00 9.106986e-02 2.3053499813 1.942433e+00 5.441342 8.237819
#> [144,] 9.756876e-01 3.553920e-01 2.4688313263 5.573295e-03 4.054799 10.772410
#> [145,] 1.553617e+00 1.507278e+00 2.8221303369 3.547706e-04 6.692589 11.279036
#> [146,] 5.816759e-01 1.855803e-01 2.9527482125 3.298073e-01 8.045211 11.019263
#> [147,] 5.200818e-01 3.232745e-03 2.9371362487 1.403147e+00 8.042718 11.023449
#> [148,] 4.764278e-02 2.683184e-01 2.7841685754 5.869597e-02 6.564044 10.336528
#> [149,] 2.047080e-01 4.324222e-01 2.5954474396 8.851480e-02 6.691567 9.894582
#> [150,] 2.930206e-01 1.356333e-01 2.4933834375 1.802850e-01 6.242582 9.749234
#> [151,] 3.532142e-03 5.104697e-01 2.2997113097 2.359089e-01 7.143621 9.594057
#> [152,] 1.359978e+00 5.662737e-01 2.1040807247 1.052543e-02 7.050781 11.015068
#> [153,] 4.053813e-03 4.491976e-05 2.1040454495 9.483749e-02 8.290183 10.797094
#> [154,] 7.512523e-02 2.249148e-03 2.0936840053 1.752524e-01 8.393108 10.448872
#> [155,] 3.883991e-08 4.961445e-02 2.0389166136 1.011270e+00 8.574098 10.646823
#> [156,] 1.134758e+00 4.956391e-02 1.9849744868 4.646576e+00 8.522090 10.809572
#> [157,] 4.792967e+00 8.173698e-01 1.7677199811 1.864010e-01 5.286804 13.190946
#> [158,] 5.431119e-02 2.464480e-01 1.8886153517 3.757086e-01 7.704410 10.736060
#> [159,] 5.567752e-01 4.167601e-01 2.0514772987 5.128712e-01 7.091131 10.105597
#> [160,] 1.699744e-02 2.828807e-02 2.0970139617 1.462550e-01 7.304056 10.077857
#> [161,] 2.743310e-01 6.331642e-02 2.1650123339 3.944730e-01 6.932571 10.307383
#> [162,] 2.696721e+00 3.443620e-01 2.3242451762 7.628680e-01 7.172572 12.850690
#> [163,] 1.097917e+00 2.682539e+00 2.7930164674 4.301091e-01 6.459107 12.209031
#> [164,] 1.841029e+00 9.357573e-01 3.0926404546 1.557684e+00 8.305053 12.190275
#> [165,] 3.629911e-01 9.782875e-03 3.1289902888 1.253780e-02 7.842543 11.088896
#> [166,] 3.392061e-01 2.348553e-01 3.2893864061 4.544127e-01 7.542686 11.095818
#> [167,] 2.501832e-02 7.354157e-01 3.5791621342 1.759835e-04 7.281995 11.130557
#> [168,] 2.057244e+00 5.721169e-01 3.8467272761 7.667960e-01 7.037450 12.306074
#> [169,] 9.059116e-01 2.626427e-02 3.7985865732 1.932905e+00 8.945204 12.285702
#> [170,] 2.589146e-02 5.955223e-01 3.5430413659 8.945590e-02 5.878013 10.468459
#> [171,] 2.160620e-02 7.654248e-01 3.2629121101 1.005260e-02 6.003003 10.658733
#> [172,] 7.060552e-03 9.393326e-01 2.9650126146 5.607558e-01 6.222611 10.388236
#> [173,] 7.358351e-01 1.046920e+00 2.6652999815 1.710688e-01 6.518106 10.449162
#> [174,] 3.535001e+00 2.474742e+00 2.2312207835 2.663475e+00 5.938991 13.793318
#> [175,] 2.375734e+00 7.720752e+00 1.5529247868 1.354227e-01 4.894893 13.774604
#> [176,] 6.048831e+00 3.207541e+00 1.1814510782 3.327445e-01 6.149843 16.643411
#> [177,] 8.259971e-02 4.586908e-02 1.1440944086 8.700393e-03 12.901752 14.838722
#> [178,] 5.945831e-03 1.588520e-01 1.0726725788 2.457365e-04 12.834044 15.195172
#> [179,] 5.875024e-02 1.219312e-01 1.0125433337 1.381380e+00 13.245706 15.835332
#> [180,] 6.595080e-01 3.753101e-02 0.9819497505 1.755841e+00 13.833960 15.859851
#> [181,] 4.000148e-02 1.072596e-01 1.0467408282 4.272762e-01 11.455867 14.370885
#> [182,] 1.209090e+00 2.079465e-01 1.1391294043 8.186972e-02 12.026674 16.985058
#> [183,] 1.310750e-01 1.351081e+00 1.3840285468 2.525122e-02 12.492477 16.722829
#> [184,] 1.068428e+00 1.946902e+00 1.7101749814 7.920049e-04 11.210948 18.549244
#> [185,] 6.153380e-01 4.243870e+00 2.2533314945 2.900951e-01 10.549800 19.942326
#> [186,] 5.845525e-05 6.579838e+00 3.0364045438 2.417222e+00 9.474907 20.014828
#> [187,] 1.783939e+00 6.610248e+00 3.9460825834 1.495981e+00 10.131230 19.797033
#> [188,] 3.930297e-02 2.933565e+00 4.6354605918 3.926501e+00 11.863803 25.264874
#> [189,] 3.667681e-02 2.515227e+00 5.3341656445 1.872966e-01 9.805409 18.128781
#> [190,] 5.714035e-01 2.141569e+00 6.0351213627 1.911573e-02 10.260600 18.130709
#> [191,] 2.909977e+00 9.547135e-01 6.5542809169 4.156297e-01 10.670323 19.855162
#> [192,] 5.160793e-01 1.493933e-02 6.5628406001 5.699958e-01 14.066791 20.434789
#> [193,] 3.530532e-01 3.431087e-01 6.3529248783 3.392865e-02 15.574028 20.457292
#> [194,] 3.256425e+00 9.400527e-01 5.9686072720 9.468634e-01 14.748734 22.712955
#> [195,] 1.585013e-01 4.559883e+00 5.0801486872 6.153310e-01 13.812314 22.089080
#> [196,] 3.175536e-01 3.531805e+00 4.3597204723 4.160473e-02 13.917511 21.346203
#> [197,] 4.318195e-01 5.038778e+00 3.5542814757 1.592885e+00 12.467100 21.864161
#> [198,] 2.240888e+00 7.136571e+00 2.6859146511 9.219022e-02 11.781877 21.965524
#> [199,] 1.398501e-01 2.904810e+00 2.2048076591 5.209583e+00 12.274627 18.655856
#> [200,] 5.077759e+00 2.142504e+00 1.8310975318 3.901673e+00 11.880558 17.569538
#> [201,] 2.269323e+00 8.570849e+00 1.1522789516 8.628902e-03 4.962469 16.773850
#> [202,] 1.142807e-01 3.814680e+00 0.7881345505 5.572690e-01 9.255665 14.846842
#> [203,] 6.840028e-01 3.015033e+00 0.5200496712 7.563695e-02 9.034663 13.012848
#> [204,] 1.722497e-01 1.441150e+00 0.3682532335 7.580751e-01 6.929186 9.217832
#> [205,] 2.303293e-03 8.680789e-01 0.2687848164 8.894880e-01 5.713734 6.610609
#> [206,] 1.445505e+00 9.281093e-01 0.1800300161 1.163080e+00 5.708308 6.609895
#> [207,] 6.002103e-02 3.192086e-02 0.1699835641 1.236822e-02 4.128361 4.587970
#> [208,] 3.740162e-02 3.503488e-04 0.1745911029 8.477316e-02 4.372803 4.630188
#> [209,] 3.258301e-02 2.104447e-02 0.1679189035 5.537370e-01 4.446332 4.626836
#> [210,] 2.415022e-02 7.393249e-04 0.1726070842 5.510238e-01 4.358587 4.658810
#> [211,] 9.160131e-02 1.661043e-02 0.1681970913 2.703631e-02 4.201448 4.484490
#> [212,] 8.335374e-01 4.775529e-03 0.1843634912 2.329552e+00 4.122036 7.829061
#> [213,] 3.711173e+00 2.818105e-01 0.1421854122 1.394843e+00 7.188804 9.953589
#> [214,] 2.440472e-02 3.275152e+00 0.0260828030 8.478282e-02 4.717387 8.586537
#> [215,] 1.555245e+00 2.988665e+00 0.0033308027 1.180837e-02 4.724267 8.377537
#> [216,] 1.623039e+00 8.617362e-01 0.0350321336 1.938907e-01 6.194924 7.694509
#> [217,] 8.246824e-03 3.724545e-03 0.0455681602 4.839203e-02 6.786901 6.820595
#> [218,] 5.247589e-02 1.527711e-04 0.0564104510 3.571563e-02 6.806319 6.806319
#> [219,] 2.539319e-01 1.921075e-02 0.0832494429 2.708127e-01 6.795568 6.795568
#> [220,] 6.392285e-02 1.776908e-01 0.1650257109 3.206891e-03 6.651935 6.651935
#> [221,] 2.912599e-02 8.096624e-02 0.2802387991 1.878514e-01 6.494215 6.494215
#> [222,] 2.115946e-01 3.676277e-02 0.4521567808 1.012297e-01 6.435099 6.435099
#> [223,] 6.886484e-06 2.182019e-01 0.9222561635 1.688014e+00 6.365863 6.365863
#> [224,] 3.602697e+00 2.324572e-01 1.9780917531 3.529256e-01 6.352240 6.352240
#> [225,] 1.082932e+00 4.933090e-01 2.5754464705 5.661917e-01 3.267854 3.267854
#> [226,] 3.959418e-03 2.164581e+00 2.1893523299 5.135684e-01 2.759488 2.759488
#> [227,] 1.282395e+00 2.591207e+00 1.0145216730 7.860630e-03 2.597234 2.597234
#> [228,] 1.014522e+00 1.014522e+00 NaN 1.014522e+00 1.014522 1.014522
#>
#>
#>
#> $likelihood
#> $likelihood$initial
#> $likelihood$initial$ll
#> [1] -1233.697
#>
#> $likelihood$initial$ssq
#> [1] 34176.74
#>
#> $likelihood$initial$nobs
#> [1] 228
#>
#> $likelihood$initial$neffectiveobs
#> [1] -1
#>
#> $likelihood$initial$nparams
#> [1] 4
#>
#> $likelihood$initial$df
#> [1] 211
#>
#> $likelihood$initial$aic
#> [1] 2475.393
#>
#> $likelihood$initial$aicc
#> [1] 2475.583
#>
#> $likelihood$initial$bic
#> [1] 2488.876
#>
#> $likelihood$initial$bic2
#> [1] NaN
#>
#> $likelihood$initial$bicc
#> [1] NaN
#>
#> $likelihood$initial$hannanquinn
#> [1] 2480.841
#>
#>
#> $likelihood$final
#> $likelihood$final$ll
#> [1] -1233.634
#>
#> $likelihood$final$ssq
#> [1] 58486.05
#>
#> $likelihood$final$nobs
#> [1] 228
#>
#> $likelihood$final$neffectiveobs
#> [1] -1
#>
#> $likelihood$final$nparams
#> [1] 4
#>
#> $likelihood$final$df
#> [1] 211
#>
#> $likelihood$final$aic
#> [1] 2475.267
#>
#> $likelihood$final$aicc
#> [1] 2475.458
#>
#> $likelihood$final$bic
#> [1] 2488.75
#>
#> $likelihood$final$bic2
#> [1] NaN
#>
#> $likelihood$final$bicc
#> [1] NaN
#>
#> $likelihood$final$hannanquinn
#> [1] 2480.715
#>
#>
#>
#> attr(,"class")
#> [1] "JD3_STS_OUTLIERS"