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
#> [1] "x-1"
#>
#> $model$X
#> NULL
#>
#> $model$b
#> [1] 170.1748
#>
#> $model$bcov
#> [,1]
#> [1,] 2304.041
#>
#> $model$components
#> [,1] [,2] [,3] [,4]
#> [1,] -0.3076427449 653.5256 6.23605314 136.78203
#> [2,] 0.1055075932 663.6780 6.23115578 -123.78346
#> [3,] 0.0374556879 672.4823 6.22304064 -136.51974
#> [4,] 0.0121942653 680.8017 6.21230398 -156.81388
#> [5,] 0.0216783652 688.9551 6.19913990 -135.97680
#> [6,] 0.0702005374 696.8194 6.18389352 -107.88962
#> [7,] 0.1131786111 703.7748 6.16768234 -110.88801
#> [8,] -0.0900288982 709.2733 6.15230807 185.81676
#> [9,] 0.0302410630 715.9024 6.13633752 147.06736
#> [10,] 0.0961893070 722.1306 6.12025211 -75.22678
#> [11,] 0.0052701051 727.1182 6.10558307 -85.12348
#> [12,] -0.1208552028 732.0241 6.09241430 434.09678
#> [13,] 0.2915000971 738.4552 6.07882190 260.25325
#> [14,] -0.1022145936 741.1620 6.06944626 -173.05983
#> [15,] 0.0412355312 745.1607 6.06266022 -143.20189
#> [16,] 0.1183609013 748.6276 6.05912022 -165.74591
#> [17,] -0.0099748397 750.5842 6.06071043 -137.57421
#> [18,] -0.1169012180 752.6694 6.06727207 -133.55248
#> [19,] -0.0657017288 756.2493 6.07694419 -148.18358
#> [20,] -0.1029396999 760.6752 6.08868089 224.42770
#> [21,] -0.0789014138 766.4234 6.10084347 138.65554
#> [22,] -0.0003592420 773.1880 6.11217590 -104.18769
#> [23,] 0.0630622652 779.9686 6.12267247 -87.03170
#> [24,] 0.0317169282 785.9570 6.13333706 489.01133
#> [25,] -0.3548636043 791.5522 6.14467457 263.80269
#> [26,] 0.0327756573 801.6761 6.15103593 -165.70891
#> [27,] 0.0373180997 811.3892 6.15294292 -176.42654
#> [28,] -0.1011009500 820.6292 6.15098958 -210.52805
#> [29,] -0.0203820385 831.1541 6.14356649 -147.13376
#> [30,] 0.0454887002 841.9312 6.13034920 -115.97667
#> [31,] -0.0788592825 852.1159 6.11206184 -173.03706
#> [32,] 0.1337097563 863.2863 6.08744905 292.58003
#> [33,] 0.0494681052 872.7299 6.05863935 150.22067
#> [34,] 0.0227669788 881.5149 6.02642022 -148.53769
#> [35,] -0.1035684567 889.9779 5.99115409 -117.87438
#> [36,] 0.0760462905 899.7241 5.95119226 510.19983
#> [37,] 0.3298893330 908.4623 5.90774530 400.20783
#> [38,] 0.0113058253 912.9575 5.86606472 -192.96881
#> [39,] -0.0997424810 917.2671 5.82633049 -221.16738
#> [40,] -0.0261017103 922.8067 5.78695481 -233.78063
#> [41,] -0.0335797843 928.6392 5.74752216 -142.60565
#> [42,] 0.0985275950 934.8598 5.70749801 -126.95830
#> [43,] 0.1533562609 939.7860 5.66845079 -156.93939
#> [44,] -0.0359660118 942.7210 5.63282180 305.31493
#> [45,] 0.2955601403 946.0783 5.60003847 156.62619
#> [46,] -0.3018414502 945.6402 5.57480584 -198.33837
#> [47,] 0.0534023653 949.0194 5.55231889 -98.07277
#> [48,] -0.1230025901 951.6962 5.53342772 516.42677
#> [49,] -0.2413556791 955.9200 5.51617428 419.32133
#> [50,] -0.0272631410 963.1990 5.49671643 -205.17174
#> [51,] -0.0205600405 970.8056 5.47462015 -227.78503
#> [52,] 0.0221242781 978.6518 5.44955817 -227.67393
#> [53,] 0.1053908976 986.1913 5.42188267 -131.29672
#> [54,] -0.0466845800 992.3615 5.39327137 -153.31486
#> [55,] -0.0809766735 999.0974 5.36298110 -212.01646
#> [56,] 0.3808275769 1006.8339 5.32972279 353.78529
#> [57,] -0.4482367205 1009.6891 5.29955883 32.75910
#> [58,] 0.2547128452 1018.2203 5.26535375 -119.47498
#> [59,] -0.1065147424 1023.4747 5.23116231 -115.36820
#> [60,] -0.1584448814 1030.0509 5.19528891 570.10756
#> [61,] 0.6299186718 1038.6082 5.15521128 519.76189
#> [62,] -0.1209462611 1039.1066 5.12095706 -213.98563
#> [63,] -0.0639487650 1041.1103 5.09060092 -228.04640
#> [64,] 0.0094799422 1043.8978 5.06312486 -237.90731
#> [65,] -0.0113382099 1046.5372 5.03867979 -153.52582
#> [66,] -0.0470382898 1049.2964 5.01708522 -173.24933
#> [67,] -0.0463176582 1052.6328 4.99759234 -222.58647
#> [68,] -0.3226315876 1056.5393 4.97946383 244.78330
#> [69,] 0.0622770435 1064.5348 4.95756373 94.40289
#> [70,] 0.0173730901 1071.7157 4.93288342 -145.73303
#> [71,] 0.2336780478 1078.6506 4.90569946 -82.88432
#> [72,] 0.2397062799 1082.5837 4.87973176 688.17657
#> [73,] -0.3084319704 1083.4394 4.85879621 383.86904
#> [74,] 0.0898299512 1088.2004 4.83798288 -165.29028
#> [75,] -0.0080373984 1091.7972 4.81872178 -208.78912
#> [76,] -0.0683201060 1095.4769 4.80088496 -241.40860
#> [77,] -0.0345964804 1100.0086 4.78338482 -179.97397
#> [78,] -0.0738063649 1104.9631 4.76567064 -165.88931
#> [79,] -0.2009445442 1110.8395 4.74656749 -228.63857
#> [80,] 0.1871453743 1119.2548 4.72287654 265.55804
#> [81,] 0.2484145728 1125.2641 4.69757695 121.48751
#> [82,] -0.0691395206 1128.0857 4.67462322 -174.01659
#> [83,] -0.2265089719 1131.7646 4.65291473 -140.53806
#> [84,] -0.1162214259 1138.3052 4.62884569 710.81107
#> [85,] 0.1535515756 1146.3012 4.60056597 367.54528
#> [86,] -0.0434485498 1152.3142 4.57051995 -162.27074
#> [87,] 0.1111671797 1158.8503 4.53801598 -182.96143
#> [88,] 0.1277237660 1163.9387 4.50482372 -230.06641
#> [89,] -0.1573305680 1167.3680 4.47297641 -190.21066
#> [90,] 0.0225140595 1172.7683 4.43996950 -140.79078
#> [91,] 0.3236865276 1177.8489 4.40616140 -154.17262
#> [92,] -0.5317245712 1178.7753 4.37670486 209.75646
#> [93,] -0.4193546317 1186.4410 4.34313538 55.97837
#> [94,] 0.0974757795 1199.4115 4.29877725 -179.50897
#> [95,] 0.1640481138 1211.0968 4.24518220 -121.26083
#> [96,] 0.4785426043 1220.6402 4.18496170 776.88130
#> [97,] -0.3366313150 1224.0315 4.12573366 282.30515
#> [98,] 0.1437928454 1231.6489 4.06213925 -140.79267
#> [99,] -0.0495438897 1237.3722 3.99646751 -206.32266
#> [100,] 0.0401741025 1243.6605 3.92792974 -268.70072
#> [101,] 0.2784821850 1249.3689 3.85716549 -144.64742
#> [102,] 0.2058423682 1251.4615 3.78860789 -128.66734
#> [103,] 0.0626630445 1250.8651 3.72553375 -201.92780
#> [104,] -0.1362929789 1249.4080 3.66894060 345.72829
#> [105,] 0.3509413659 1249.6293 3.61665879 157.01978
#> [106,] -0.0266325198 1245.3308 3.57427496 -230.30418
#> [107,] 0.0641119692 1241.3290 3.54136513 -141.39309
#> [108,] -0.3547758579 1236.4781 3.51894990 658.87668
#> [109,] -0.6890770085 1236.1211 3.50138162 350.56799
#> [110,] 0.1815771996 1244.5184 3.47769087 -174.70001
#> [111,] 0.3048227336 1250.5806 3.45076819 -187.88543
#> [112,] -0.1594535980 1252.7355 3.42546603 -317.57604
#> [113,] -0.1361014407 1256.8949 3.39924607 -185.75880
#> [114,] -0.0567858746 1262.7607 3.36994170 -184.70388
#> [115,] -0.1790464403 1269.3200 3.33664896 -263.14095
#> [116,] 0.5501320363 1278.1253 3.29651760 542.32457
#> [117,] -0.2457511234 1279.8873 3.25830516 127.35845
#> [118,] -0.0322628300 1284.7395 3.21809955 -268.70724
#> [119,] 0.0038498868 1289.9622 3.17538716 -190.96605
#> [120,] 0.0998606120 1295.0932 3.13022929 662.80697
#> [121,] 0.6371168421 1298.9078 3.08421561 673.45512
#> [122,] -0.1737968671 1294.5659 3.04748836 -293.39208
#> [123,] -0.0260660961 1292.3997 3.01728089 -283.37362
#> [124,] 0.1402922558 1290.5351 2.99317823 -322.67540
#> [125,] 0.1198794364 1286.8605 2.97741371 -168.98039
#> [126,] -0.2351605024 1281.6441 2.97189568 -235.40893
#> [127,] -0.0883902226 1279.4157 2.97288062 -241.32735
#> [128,] -0.6528645779 1278.3136 2.97896146 521.33929
#> [129,] 0.1043700786 1285.5284 2.97974526 205.36720
#> [130,] 0.0617753828 1291.4154 2.97689348 -293.47721
#> [131,] 0.0649737440 1296.5132 2.97138954 -236.57818
#> [132,] -0.1286903181 1300.7783 2.96426774 648.35034
#> [133,] 0.1235654283 1306.6746 2.95347946 749.20184
#> [134,] -0.1801082755 1310.9871 2.94099174 -318.80696
#> [135,] -0.4812703491 1317.5798 2.92393744 -391.09856
#> [136,] -0.0636423071 1330.2821 2.89465524 -354.21844
#> [137,] -0.0116572646 1343.7652 2.85213201 -234.75357
#> [138,] 0.1791132822 1357.3542 2.79618218 -175.53335
#> [139,] 0.0451338250 1368.6072 2.72965706 -238.65233
#> [140,] 0.7270475851 1379.2191 2.65327511 762.05388
#> [141,] 0.1327758571 1380.4993 2.57861020 193.36794
#> [142,] -0.1186228830 1380.0146 2.50777598 -332.89598
#> [143,] -0.3058455830 1380.9691 2.43888409 -343.66330
#> [144,] -0.2255330057 1385.7482 2.36706579 679.47733
#> [145,] 0.2738173687 1393.3265 2.28873083 754.39972
#> [146,] 0.1661689203 1397.3407 2.20823808 -289.50688
#> [147,] 0.1635900305 1399.1591 2.12823281 -326.32273
#> [148,] 0.0447407577 1398.8151 2.05131917 -375.85980
#> [149,] -0.0930185701 1397.8245 1.97820942 -285.73151
#> [150,] 0.1267537929 1397.9450 1.90742277 -192.07176
#> [151,] 0.0008126969 1396.3811 1.84097704 -224.38194
#> [152,] -0.2977154470 1394.7405 1.77888514 724.55726
#> [153,] 0.0183668915 1396.8276 1.71640776 163.15403
#> [154,] 0.0778273485 1398.6185 1.65383728 -329.69629
#> [155,] 0.0220351276 1399.3560 1.59241263 -311.37804
#> [156,] 0.2279280796 1399.7516 1.53248459 799.02045
#> [157,] -0.4841675150 1397.1858 1.47768154 678.29837
#> [158,] -0.0527409636 1400.7286 1.42029603 -314.67586
#> [159,] 0.1573530363 1404.8854 1.35948848 -304.04276
#> [160,] -0.0248855142 1406.9783 1.29776378 -409.95343
#> [161,] -0.1125100496 1409.3263 1.23472579 -289.21377
#> [162,] -0.3802434922 1413.0435 1.16858346 -258.66322
#> [163,] 0.2376910311 1421.5350 1.09328371 -207.77268
#> [164,] 0.3262349936 1426.9254 1.01261032 791.74835
#> [165,] -0.1407677269 1428.0822 0.93175664 125.05856
#> [166,] -0.1368698117 1430.9501 0.84848178 -366.81324
#> [167,] 0.0268775912 1435.4771 0.76060691 -285.50397
#> [168,] 0.2891858728 1439.5740 0.66855989 816.13677
#> [169,] 0.2201146010 1439.8976 0.57694428 784.88226
#> [170,] 0.0371161984 1437.3275 0.48926406 -336.36466
#> [171,] 0.0165984454 1434.1973 0.40611009 -342.21389
#> [172,] 0.0226145771 1430.7726 0.32774660 -443.79520
#> [173,] 0.1953717115 1426.9816 0.25453359 -251.17701
#> [174,] 0.4203672182 1420.6304 0.18958117 -183.05077
#> [175,] -0.3525905255 1408.8630 0.13958116 -273.51037
#> [176,] -0.5334271503 1401.5340 0.09892068 740.99945
#> [177,] 0.0780471316 1400.9548 0.05910812 153.96712
#> [178,] -0.0019817291 1399.3423 0.02138591 -344.34037
#> [179,] -0.0614133234 1397.7174 -0.01427750 -254.65595
#> [180,] -0.1792707513 1396.8385 -0.04885974 737.34076
#> [181,] -0.0478499055 1398.2072 -0.08521463 823.84067
#> [182,] -0.2382943871 1400.1486 -0.12410387 -359.91033
#> [183,] -0.0648056853 1405.0847 -0.16932087 -376.01985
#> [184,] -0.2139907597 1410.8005 -0.22189728 -479.58646
#> [185,] -0.1851144130 1419.1878 -0.28523960 -284.00264
#> [186,] -0.0025984838 1429.8682 -0.36229467 -267.86562
#> [187,] 0.2987042124 1440.5047 -0.45310385 -219.80342
#> [188,] 0.0365769920 1447.2479 -0.55291208 882.71553
#> [189,] 0.0392767906 1453.4257 -0.66113708 125.53507
#> [190,] 0.1507932867 1458.9952 -0.77715362 -330.14598
#> [191,] 0.3583025268 1462.5291 -0.89856121 -235.88742
#> [192,] 0.1479295757 1461.3805 -1.01965606 717.47161
#> [193,] 0.1114064781 1458.2276 -1.13808328 842.66102
#> [194,] 0.3927526718 1453.5381 -1.25206938 -296.93081
#> [195,] -0.0883506939 1443.7348 -1.35536216 -417.64647
#> [196,] 0.1159030412 1434.9530 -1.44936806 -430.06891
#> [197,] 0.1497061323 1424.6017 -1.53224202 -265.75144
#> [198,] -0.3272420813 1412.2618 -1.60160089 -334.93460
#> [199,] -0.0851260482 1404.0184 -1.66265401 -279.93324
#> [200,] 0.4676480795 1396.7975 -1.71675651 1037.73487
#> [201,] -0.3340605278 1383.5694 -1.75646390 97.76470
#> [202,] -0.0742661002 1374.5541 -1.78709409 -342.47985
#> [203,] -0.1687854597 1366.4536 -1.80982933 -322.28485
#> [204,] -0.0741004894 1360.4791 -1.82735649 668.59504
#> [205,] 0.0148865175 1355.4302 -1.84085518 858.55487
#> [206,] -0.2719404664 1350.1784 -1.85008843 -364.90649
#> [207,] -0.0439319389 1348.3792 -1.85938525 -387.33524
#> [208,] 0.0419854630 1347.1299 -1.86944498 -418.17186
#> [209,] -0.0428602842 1345.3360 -1.87959927 -274.29318
#> [210,] 0.0485869631 1344.0777 -1.89053040 -286.12625
#> [211,] -0.0636328184 1342.1898 -1.90146492 -286.12621
#> [212,] 0.1813404974 1341.1011 -1.91341579 995.71753
#> [213,] 0.4297926080 1337.6920 -1.92349628 209.87820
#> [214,] -0.0301864296 1328.8016 -1.92486451 -353.77138
#> [215,] -0.2664283653 1320.2940 -1.91800103 -341.02760
#> [216,] -0.2694809316 1315.1850 -1.90714710 623.08450
#> [217,] -0.0157471705 1313.5173 -1.89659258 864.49849
#> [218,] 0.0499266428 1312.0606 -1.88658814 -350.11048
#> [219,] 0.0767165937 1309.9783 -1.87633902 -348.05501
#> [220,] -0.0380984051 1306.9297 -1.86462396 -435.89159
#> [221,] -0.0220447849 1304.3778 -1.85204944 -272.35573
#> [222,] 0.0690663704 1302.1191 -1.83896639 -262.18814
#> [223,] 0.0063597326 1298.9942 -1.82427536 -274.00061
#> [224,] -0.2870719684 1295.8031 -1.80787510 887.48393
#> [225,] -0.1724595042 1296.2829 -1.79433550 151.88960
#> [226,] 0.0132484975 1298.9715 -1.78640194 -349.98477
#> [227,] 0.1794531594 1301.4995 -1.78386351 -271.67891
#> [228,] 0.1594592113 1301.7455 -1.78386351 680.09503
#>
#> $model$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]
#> [1,] 4.403298e+00 5.085756e-13 -1.401762e-13 1.373154e-13 0.000000
#> [2,] 4.565711e-01 4.403298e+00 4.403298e+00 1.544798e-13 4.403298
#> [3,] 5.520470e-02 1.125366e+00 2.710499e+00 -2.574664e-14 4.600546
#> [4,] 9.446070e-03 6.098100e-01 1.959419e+00 -1.401911e-14 4.612089
#> [5,] 1.751139e-02 4.345789e-01 1.542688e+00 Inf 4.613230
#> [6,] 1.939122e-01 3.023004e-01 1.270862e+00 3.218330e-16 4.626308
#> [7,] 5.466269e-01 7.488327e-02 9.770262e-01 -7.151845e-16 4.802833
#> [8,] 3.802374e-01 2.394507e-02 6.462570e-01 -1.946891e-15 5.201798
#> [9,] 3.748188e-02 3.735837e-02 5.369590e-01 Inf 5.452091
#> [10,] 4.075649e-01 6.989694e-03 4.367873e-01 -1.633805e-13 5.487848
#> [11,] 3.834970e-03 6.991890e-02 3.038990e-01 8.653732e-14 5.960464
#> [12,] 6.308686e-01 8.654182e-02 2.095099e-01 4.403298e+00 6.002424
#> [13,] 1.743675e+00 1.689755e-02 1.886464e-01 3.450110e+00 6.424529
#> [14,] 2.020486e-01 6.011080e-01 9.557011e-02 8.604649e-02 2.479746
#> [15,] 5.203938e-02 2.063477e-01 5.675891e-02 8.785514e-03 2.165904
#> [16,] 2.906174e-01 3.589313e-01 2.449310e-02 6.075287e-04 2.286885
#> [17,] 1.948972e-03 8.963982e-01 1.522328e-03 4.474846e-02 2.671009
#> [18,] 2.946655e-01 8.369839e-01 4.671676e-03 4.271627e-02 2.670483
#> [19,] 9.931803e-02 3.117365e-01 1.696004e-02 8.698266e-01 2.768753
#> [20,] 2.472950e-01 1.239901e-01 2.775968e-02 3.106652e-01 2.419538
#> [21,] 1.439755e-01 7.515383e-04 2.764578e-02 9.369706e-02 3.764691
#> [22,] 2.799738e-05 4.847032e-02 1.947478e-02 1.573756e-01 3.785125
#> [23,] 6.087396e-02 4.997264e-02 1.289342e-02 3.471622e-01 3.673072
#> [24,] 1.411248e-02 3.918681e-03 1.106264e-02 1.469284e-01 3.865308
#> [25,] 2.563692e+00 2.209079e-04 1.103712e-02 3.773772e-02 3.684232
#> [26,] 1.576644e-02 1.057209e+00 2.427888e-12 1.168561e-01 9.058751
#> [27,] 1.883723e-02 8.928815e-01 8.855653e-03 3.959876e-02 8.973490
#> [28,] 2.110754e-01 7.300257e-01 3.140372e-02 2.738798e-01 8.778765
#> [29,] 1.369133e-02 1.325468e+00 8.277611e-02 6.703082e-02 7.972566
#> [30,] 4.771731e-02 1.502704e+00 1.628070e-01 1.766659e-01 7.909383
#> [31,] 1.287965e-01 1.173490e+00 2.538015e-01 1.215772e+00 7.976144
#> [32,] 3.891283e-01 1.728113e+00 3.902797e-01 4.454588e-01 7.808803
#> [33,] 7.247109e-02 8.289263e-01 4.982741e-01 4.336672e-01 6.811803
#> [34,] 7.540653e-03 5.417123e-01 5.925940e-01 2.509829e-02 6.779255
#> [35,] 1.966725e-01 4.617821e-01 6.854140e-01 5.027248e-01 7.073062
#> [36,] 1.355323e-01 9.320100e-01 8.318988e-01 1.539040e+00 6.980967
#> [37,] 2.217785e+00 5.291978e-01 9.479907e-01 3.328123e+00 6.754939
#> [38,] 5.606814e-03 5.430131e-02 8.963102e-01 1.245137e-01 1.534149
#> [39,] 1.880161e-01 7.904779e-02 8.391198e-01 1.327104e-01 1.548664
#> [40,] 1.566465e-02 3.068446e-06 8.305217e-01 4.002893e-02 1.108363
#> [41,] 1.419459e-02 6.212215e-03 8.358271e-01 3.339714e-03 1.072767
#> [42,] 2.087788e-01 2.416239e-02 8.542987e-01 1.555789e-02 1.121517
#> [43,] 5.072279e-01 1.918319e-02 8.246019e-01 3.057798e-02 1.568281
#> [44,] 1.057323e-02 3.556205e-01 7.245570e-01 1.106561e-01 1.931138
#> [45,] 1.768649e+00 2.809400e-01 6.413590e-01 2.365425e-01 2.028591
#> [46,] 1.922494e+00 1.916265e+00 4.555796e-01 4.344090e-01 4.867212
#> [47,] 4.475132e-02 2.433616e-01 3.957116e-01 3.275629e-03 6.254159
#> [48,] 3.733384e-01 3.956415e-01 3.266338e-01 3.318233e-02 6.173217
#> [49,] 1.010661e+00 5.598482e-02 3.014360e-01 2.391402e-01 7.539126
#> [50,] 2.564356e-02 1.669505e-01 3.405530e-01 1.618037e-02 10.179463
#> [51,] 1.955488e-02 2.613553e-01 3.931851e-01 5.341313e-03 10.027708
#> [52,] 1.019924e-02 3.609594e-01 4.600424e-01 3.778797e-02 9.834822
#> [53,] 2.228759e-01 2.871869e-01 5.237042e-01 3.619935e-01 9.824493
#> [54,] 3.893396e-02 5.433948e-02 5.513671e-01 1.352078e-02 10.003260
#> [55,] 1.403580e-01 1.292681e-01 5.966756e-01 8.917814e-01 9.790647
#> [56,] 3.041641e+00 3.594789e-01 6.777054e-01 2.840282e+00 8.960284
#> [57,] 4.174672e+00 2.683566e-01 6.033835e-01 4.319256e+00 11.990886
#> [58,] 1.350306e+00 6.257019e-01 7.126243e-01 7.219571e-01 9.785786
#> [59,] 2.036488e-01 2.168341e-03 7.172594e-01 5.174773e-01 9.076376
#> [60,] 4.971617e-01 1.126079e-01 7.651623e-01 3.073902e-01 9.322652
#> [61,] 8.290068e+00 6.194103e-01 8.865898e-01 1.656289e+00 11.224992
#> [62,] 2.967641e-01 1.116268e+00 7.210289e-01 1.167244e-02 11.702808
#> [63,] 8.112893e-02 5.007793e-01 6.194574e-01 2.380470e-02 12.455919
#> [64,] 1.206892e-03 2.758894e-01 5.489175e-01 2.432880e-02 12.699906
#> [65,] 1.054841e-03 2.996740e-01 4.801917e-01 9.209752e-04 12.661137
#> [66,] 6.274799e-02 2.772866e-01 4.185542e-01 2.615197e-03 12.611050
#> [67,] 6.386095e-02 1.341301e-01 3.780529e-01 1.115009e+00 12.507901
#> [68,] 2.075009e+00 4.182632e-02 3.560988e-01 3.573187e+00 12.438328
#> [69,] 6.827552e-02 5.141900e-01 4.326504e-01 8.983986e-01 9.631445
#> [70,] 1.054805e-02 3.023412e-01 4.961515e-01 4.535624e-01 9.262236
#> [71,] 1.087743e+00 2.343679e-01 5.555139e-01 9.196772e-01 9.539258
#> [72,] 1.166788e+00 3.348631e-02 5.316192e-01 8.006795e+00 10.317290
#> [73,] 1.780407e+00 7.635455e-01 4.275126e-01 3.785789e+00 6.429268
#> [74,] 1.546437e-01 4.178766e-04 4.246843e-01 1.886929e-02 2.419141
#> [75,] 2.156063e-03 7.393459e-02 3.944341e-01 2.079381e-01 1.961885
#> [76,] 8.746197e-02 5.866153e-02 3.684340e-01 8.558896e-03 1.999917
#> [77,] 3.829384e-02 2.819036e-03 3.625575e-01 5.578215e-02 2.036648
#> [78,] 1.162363e-01 5.187188e-03 3.696288e-01 2.833137e-03 1.912763
#> [79,] 8.009272e-01 8.409095e-02 3.999618e-01 4.286555e-03 2.134807
#> [80,] 5.689483e-01 7.432124e-01 4.979761e-01 8.042534e-02 3.556227
#> [81,] 1.227781e+00 1.443040e-01 5.442963e-01 6.369771e-01 4.296275
#> [82,] 9.531952e-02 1.078751e-01 5.033551e-01 4.589748e-02 4.777617
#> [83,] 1.004039e+00 1.718275e-02 4.872588e-01 8.534946e-01 4.542677
#> [84,] 2.071866e-01 2.594782e-01 5.493486e-01 3.025483e-01 3.915136
#> [85,] 3.773018e-01 6.404801e-01 6.546118e-01 9.901995e-02 4.566903
#> [86,] 3.282109e-02 1.662077e-01 7.115471e-01 7.714379e-02 5.984608
#> [87,] 2.630908e-01 2.740079e-01 7.882474e-01 4.867599e-02 6.050201
#> [88,] 3.325052e-01 3.827345e-02 8.176358e-01 3.495979e-02 5.956968
#> [89,] 4.965206e-01 2.988759e-02 7.908368e-01 1.393626e-01 6.192055
#> [90,] 1.205282e-02 7.696758e-02 8.329609e-01 3.321012e-01 6.750822
#> [91,] 2.166668e+00 4.295921e-02 8.650507e-01 2.224894e+00 6.674390
#> [92,] 6.184250e+00 5.378136e-01 7.526176e-01 2.540714e-03 5.668288
#> [93,] 3.539069e+00 7.323235e-01 8.837855e-01 2.910801e-01 11.675410
#> [94,] 2.034602e-01 4.234739e+00 1.242793e+00 1.938682e-01 11.673624
#> [95,] 5.672982e-01 3.131427e+00 1.600157e+00 1.661074e-01 12.112139
#> [96,] 4.846994e+00 1.659672e+00 1.888471e+00 2.432713e+00 12.683461
#> [97,] 2.660146e+00 1.403529e-02 1.860341e+00 1.135599e+00 15.669736
#> [98,] 5.289678e-01 8.531448e-01 2.079947e+00 1.425511e-01 14.950248
#> [99,] 2.092307e-02 2.106269e-01 2.193330e+00 7.883489e-02 15.821870
#> [100,] 4.611841e-02 3.039927e-01 2.333654e+00 1.045931e+00 15.801217
#> [101,] 1.653759e+00 1.715102e-01 2.441794e+00 1.565057e-01 17.033114
#> [102,] 9.590122e-01 1.660615e-01 2.334378e+00 5.037893e-01 16.669435
#> [103,] 1.169855e-01 1.067467e+00 2.073640e+00 5.044384e+00 17.757653
#> [104,] 3.912348e-01 1.566750e+00 1.778592e+00 3.870618e-01 18.847677
#> [105,] 2.414297e+00 7.260128e-01 1.590658e+00 2.763808e+00 22.808602
#> [106,] 1.558829e-02 3.403187e+00 1.220027e+00 2.404349e-02 19.370570
#> [107,] 9.404306e-02 3.115199e+00 9.114198e-01 9.214177e-01 18.925873
#> [108,] 2.573450e+00 3.845152e+00 6.212812e-01 4.238341e+00 19.299244
#> [109,] 1.028998e+01 8.760969e-01 5.023196e-01 1.347648e+00 17.060943
#> [110,] 6.613025e-01 1.239672e+00 6.451401e-01 1.986219e-01 44.025823
#> [111,] 1.891017e+00 3.526724e-01 7.285962e-01 3.845167e-01 45.509992
#> [112,] 5.293857e-01 8.104613e-02 6.879073e-01 1.283553e-04 47.648892
#> [113,] 3.641191e-01 3.245520e-02 7.134797e-01 1.124677e-02 46.838893
#> [114,] 6.754901e-02 3.199765e-01 7.968636e-01 1.169160e-02 45.747675
#> [115,] 7.206239e-01 5.353983e-01 9.115728e-01 9.981996e+00 45.733829
#> [116,] 6.127743e+00 1.623197e+00 1.129721e+00 7.180599e+00 44.475115
#> [117,] 1.156918e+00 9.452010e-02 1.074974e+00 6.023499e-03 34.805458
#> [118,] 1.309927e-02 1.441986e-01 1.142882e+00 6.367895e-02 35.826080
#> [119,] 3.788010e-03 2.050794e-01 1.226597e+00 7.126531e-01 35.618526
#> [120,] 1.834764e-01 1.710132e-01 1.305658e+00 1.276436e+01 36.401337
#> [121,] 8.591077e+00 1.956611e-02 1.333045e+00 2.457398e+01 36.738021
#> [122,] 6.206114e-01 3.002360e+00 1.015202e+00 7.202783e-03 10.193731
#> [123,] 1.241645e-02 1.511502e+00 8.159163e-01 1.863628e+00 7.753710
#> [124,] 3.731894e-01 1.341539e+00 6.480672e-01 1.121459e-02 7.101754
#> [125,] 3.054411e-01 2.398027e+00 4.537803e-01 1.852248e-01 7.419179
#> [126,] 1.266546e+00 3.616356e+00 2.623961e-01 2.006647e-01 7.572360
#> [127,] 2.011405e-01 1.398668e+00 1.696483e-01 4.348066e-04 8.402405
#> [128,] 8.549864e+00 8.030294e-01 1.127861e-01 4.528649e-01 8.805925
#> [129,] 2.022785e-01 9.449755e-01 1.750777e-01 9.703365e-01 25.169378
#> [130,] 4.395334e-02 4.688797e-01 2.271737e-01 1.751522e-01 24.977336
#> [131,] 5.462282e-02 3.033835e-01 2.740248e-01 2.478922e-01 24.585100
#> [132,] 4.429482e-01 1.611846e-01 3.109766e-01 1.463740e+00 24.987273
#> [133,] 4.501999e-01 6.835010e-01 3.943560e-01 2.091384e+00 25.252257
#> [134,] 7.696166e-01 1.584233e-01 4.381139e-01 5.233619e-01 24.463040
#> [135,] 5.109517e+00 9.189108e-01 5.527706e-01 4.667430e-01 24.321971
#> [136,] 7.673564e-02 5.774510e+00 8.984818e-01 2.593582e-03 20.066347
#> [137,] 4.076462e-03 6.656838e+00 1.362872e+00 1.331570e+00 19.630046
#> [138,] 7.254201e-01 6.869341e+00 1.933591e+00 3.653572e-02 19.655445
#> [139,] 4.751067e-02 4.312788e+00 2.456994e+00 5.560448e+00 19.634170
#> [140,] 1.096909e+01 3.753843e+00 3.002188e+00 6.311688e+00 19.610973
#> [141,] 4.370668e-01 3.205911e-02 2.951179e+00 5.751236e-01 5.800133
#> [142,] 2.415588e-01 3.618817e-01 2.779482e+00 1.946856e-01 5.855783
#> [143,] 1.951277e+00 8.263896e-02 2.700099e+00 1.814141e+00 5.497204
#> [144,] 1.002313e+00 3.664037e-01 2.873907e+00 2.702344e-03 4.193328
#> [145,] 1.589208e+00 1.550591e+00 3.246829e+00 2.426514e-04 6.800881
#> [146,] 6.033467e-01 1.931612e-01 3.385542e+00 3.392190e-01 8.314813
#> [147,] 5.591178e-01 3.247340e-03 3.370234e+00 1.414679e+00 8.286298
#> [148,] 4.916258e-02 2.861893e-01 3.207461e+00 6.359547e-02 6.662544
#> [149,] 1.892485e-01 4.579643e-01 3.006663e+00 8.382807e-02 6.778755
#> [150,] 3.147619e-01 1.589256e-01 2.892498e+00 1.658058e-01 6.365551
#> [151,] 1.269476e-03 5.735882e-01 2.679410e+00 3.170300e-01 7.297201
#> [152,] 1.577369e+00 6.086744e-01 2.468307e+00 9.164547e-05 7.227072
#> [153,] 4.834416e-03 5.203113e-04 2.477090e+00 1.087850e-01 8.432336
#> [154,] 9.521881e-02 4.686187e-04 2.474084e+00 1.710431e-01 8.543783
#> [155,] 1.865882e-03 4.794894e-02 2.418461e+00 9.472862e-01 8.728350
#> [156,] 1.110198e+00 6.081701e-02 2.356310e+00 4.784714e+00 8.624124
#> [157,] 4.891923e+00 8.473186e-01 2.123535e+00 2.231845e-01 5.420046
#> [158,] 5.873839e-02 2.441157e-01 2.251871e+00 3.718759e-01 7.762920
#> [159,] 5.371056e-01 4.213894e-01 2.425601e+00 4.799426e-01 7.132684
#> [160,] 1.594632e-02 3.253570e-02 2.478013e+00 1.353322e-01 7.346014
#> [161,] 2.729279e-01 6.821521e-02 2.553440e+00 4.236406e-01 6.983516
#> [162,] 2.849890e+00 3.545750e-01 2.724413e+00 8.158457e-01 7.241353
#> [163,] 1.149840e+00 2.808120e+00 3.226788e+00 4.307843e-01 6.569790
#> [164,] 2.036021e+00 9.795041e-01 3.547105e+00 1.590058e+00 8.520233
#> [165,] 3.748214e-01 5.863020e-03 3.579704e+00 1.084457e-02 8.179004
#> [166,] 3.501981e-01 2.194561e-01 3.742662e+00 4.410617e-01 7.889040
#> [167,] 2.425260e-02 7.180144e-01 4.040639e+00 3.718792e-04 7.623164
#> [168,] 1.970045e+00 5.591439e-01 4.315523e+00 8.020425e-01 7.391473
#> [169,] 9.865459e-01 2.277472e-02 4.273131e+00 1.923605e+00 9.324873
#> [170,] 3.214200e-02 6.194456e-01 4.007683e+00 9.667466e-02 6.133554
#> [171,] 1.658839e-02 8.136154e-01 3.712142e+00 1.401093e-02 6.272350
#> [172,] 1.085397e-02 9.695658e-01 3.401177e+00 5.503947e-01 6.472616
#> [173,] 7.799564e-01 1.105843e+00 3.083019e+00 2.022494e-01 6.791454
#> [174,] 3.633904e+00 2.617169e+00 2.617859e+00 2.900133e+00 6.185375
#> [175,] 2.500977e+00 8.065553e+00 1.885136e+00 1.034066e-01 4.873890
#> [176,] 6.084292e+00 3.336737e+00 1.478536e+00 4.411644e-01 6.260983
#> [177,] 9.440359e-02 6.017638e-02 1.433075e+00 7.195908e-03 12.726444
#> [178,] 3.674964e-03 1.957533e-01 1.347974e+00 1.731691e-03 12.642851
#> [179,] 7.579226e-02 1.629375e-01 1.273174e+00 1.342906e+00 13.069496
#> [180,] 6.972973e-01 5.156864e-02 1.234940e+00 1.646018e+00 13.733252
#> [181,] 5.024782e-02 9.540026e-02 1.303572e+00 3.824884e-01 11.310056
#> [182,] 1.236164e+00 2.051057e-01 1.405049e+00 6.930613e-02 11.891865
#> [183,] 1.196290e-01 1.362169e+00 1.671859e+00 2.005225e-02 12.386121
#> [184,] 1.039577e+00 1.931277e+00 2.020538e+00 4.155006e-05 11.119607
#> [185,] 6.642723e-01 4.183898e+00 2.591457e+00 2.664975e-01 10.430619
#> [186,] 1.383246e-05 6.605934e+00 3.411433e+00 2.527634e+00 9.280361
#> [187,] 1.860057e+00 6.623384e+00 4.354536e+00 1.339322e+00 9.981976
#> [188,] 4.015976e-02 2.880225e+00 5.060617e+00 3.820761e+00 11.717484
#> [189,] 4.318696e-02 2.461394e+00 5.773342e+00 1.867488e-01 9.620515
#> [190,] 5.683340e-01 2.061506e+00 6.481865e+00 2.594414e-02 10.146892
#> [191,] 2.918038e+00 9.039166e-01 7.005694e+00 3.973773e-01 10.587954
#> [192,] 5.326137e-01 2.251592e-02 7.012395e+00 4.987570e-01 14.016337
#> [193,] 3.421457e-01 3.854992e-01 6.794608e+00 4.822679e-02 15.489187
#> [194,] 3.350167e+00 9.973700e-01 6.402904e+00 9.730072e-01 14.683698
#> [195,] 1.444219e-01 4.756801e+00 5.489906e+00 6.047814e-01 13.702687
#> [196,] 3.221263e-01 3.750710e+00 4.740331e+00 3.485318e-02 13.801055
#> [197,] 4.646952e-01 5.311527e+00 3.900170e+00 1.644045e+00 12.293261
#> [198,] 2.234817e+00 7.547077e+00 2.985529e+00 8.923718e-02 11.545992
#> [199,] 1.435221e-01 3.174091e+00 2.468666e+00 5.088222e+00 12.127352
#> [200,] 4.875627e+00 2.364917e+00 2.063740e+00 3.848181e+00 11.727229
#> [201,] 2.323920e+00 8.831363e+00 1.343017e+00 6.955524e-03 5.030407
#> [202,] 1.207592e-01 3.942530e+00 9.499119e-01 5.475044e-01 9.474016
#> [203,] 6.625727e-01 3.106191e+00 6.553665e-01 8.605923e-02 9.243332
#> [204,] 1.534261e-01 1.525102e+00 4.830243e-01 7.106567e-01 7.109264
#> [205,] 2.132538e-03 9.628978e-01 3.651753e-01 9.143232e-01 5.929507
#> [206,] 1.521879e+00 1.023679e+00 2.579772e-01 1.210936e+00 5.926715
#> [207,] 5.515105e-02 4.300490e-02 2.448226e-01 1.367690e-02 4.276269
#> [208,] 3.498261e-02 2.939182e-03 2.483468e-01 8.668974e-02 4.509345
#> [209,] 3.624670e-02 3.107923e-02 2.390048e-01 5.971064e-01 4.586372
#> [210,] 3.374444e-02 2.715006e-03 2.438407e-01 5.699918e-01 4.488865
#> [211,] 8.807459e-02 2.964651e-02 2.359353e-01 3.478398e-02 4.293946
#> [212,] 7.788392e-01 4.667103e-04 2.516595e-01 2.439947e+00 4.221517
#> [213,] 3.833868e+00 3.108980e-01 2.016355e-01 1.426829e+00 7.250247
#> [214,] 2.135995e-02 3.440467e+00 5.373155e-02 8.974524e-02 4.764918
#> [215,] 1.544829e+00 3.170038e+00 9.949687e-05 1.108734e-02 4.765058
#> [216,] 1.601076e+00 9.734260e-01 1.508679e-02 1.849290e-01 6.261823
#> [217,] 1.264994e-02 1.721536e-02 2.346139e-02 6.312740e-02 6.890449
#> [218,] 6.382504e-02 5.277506e-03 3.258041e-02 2.515766e-02 6.935944
#> [219,] 2.334241e-01 4.446278e-02 5.641378e-02 2.658603e-01 6.924738
#> [220,] 7.082605e-02 2.306389e-01 1.297164e-01 3.796240e-03 6.808665
#> [221,] 3.124901e-02 1.147581e-01 2.387533e-01 1.770599e-01 6.626293
#> [222,] 1.892452e-01 5.995259e-02 4.075833e-01 9.181376e-02 6.555733
#> [223,] 2.717690e-05 2.549584e-01 8.673364e-01 1.693540e+00 6.505575
#> [224,] 3.617164e+00 2.708363e-01 1.918500e+00 3.103716e-01 6.488153
#> [225,] 1.208885e+00 4.322040e-01 2.556520e+00 6.177012e-01 3.350350
#> [226,] 2.676083e-03 2.134001e+00 2.187146e+00 5.283586e-01 2.741155
#> [227,] 1.287196e+00 2.586485e+00 1.017524e+00 7.901872e-03 2.592685
#> [228,] 1.017524e+00 1.017524e+00 NaN 1.017524e+00 1.017524
#> [,6]
#> [1,] 4.403298
#> [2,] 4.600546
#> [3,] 4.612089
#> [4,] 4.613230
#> [5,] 4.626308
#> [6,] 4.802833
#> [7,] 5.201798
#> [8,] 5.452091
#> [9,] 5.487848
#> [10,] 5.960464
#> [11,] 6.002424
#> [12,] 6.424913
#> [13,] 6.428569
#> [14,] 6.428861
#> [15,] 3.413090
#> [16,] 3.630281
#> [17,] 3.562634
#> [18,] 3.386514
#> [19,] 3.236133
#> [20,] 4.020427
#> [21,] 3.883878
#> [22,] 3.992229
#> [23,] 3.906779
#> [24,] 4.272494
#> [25,] 9.953356
#> [26,] 9.984942
#> [27,] 10.036564
#> [28,] 9.867598
#> [29,] 9.732651
#> [30,] 9.726674
#> [31,] 9.593135
#> [32,] 9.918874
#> [33,] 8.126507
#> [34,] 8.174214
#> [35,] 8.069729
#> [36,] 8.084535
#> [37,] 7.798301
#> [38,] 2.877455
#> [39,] 2.668644
#> [40,] 1.956431
#> [41,] 1.996499
#> [42,] 2.330078
#> [43,] 2.879736
#> [44,] 3.054617
#> [45,] 6.908702
#> [46,] 7.928142
#> [47,] 7.083449
#> [48,] 8.154263
#> [49,] 10.952040
#> [50,] 11.079507
#> [51,] 11.018833
#> [52,] 10.947578
#> [53,] 10.963924
#> [54,] 10.963452
#> [55,] 10.753746
#> [56,] 13.083677
#> [57,] 13.408271
#> [58,] 11.032441
#> [59,] 9.788033
#> [60,] 12.821821
#> [61,] 16.490118
#> [62,] 14.132154
#> [63,] 13.988171
#> [64,] 13.919847
#> [65,] 13.760033
#> [66,] 13.420539
#> [67,] 13.080842
#> [68,] 13.096117
#> [69,] 10.691937
#> [70,] 10.123886
#> [71,] 10.837332
#> [72,] 10.794763
#> [73,] 7.773240
#> [74,] 2.720019
#> [75,] 2.618019
#> [76,] 2.636333
#> [77,] 2.509854
#> [78,] 2.667302
#> [79,] 4.819665
#> [80,] 5.122354
#> [81,] 5.599033
#> [82,] 5.397711
#> [83,] 5.423934
#> [84,] 6.050738
#> [85,] 6.720602
#> [86,] 6.954602
#> [87,] 6.965046
#> [88,] 6.898861
#> [89,] 7.583336
#> [90,] 7.739020
#> [91,] 8.069208
#> [92,] 14.852501
#> [93,] 17.970053
#> [94,] 16.812014
#> [95,] 16.802661
#> [96,] 18.962729
#> [97,] 19.373813
#> [98,] 18.237072
#> [99,] 18.179029
#> [100,] 18.927635
#> [101,] 19.349152
#> [102,] 20.312560
#> [103,] 22.266502
#> [104,] 29.491316
#> [105,] 26.781748
#> [106,] 25.837811
#> [107,] 24.940450
#> [108,] 24.021406
#> [109,] 46.712708
#> [110,] 47.816319
#> [111,] 48.733595
#> [112,] 48.754360
#> [113,] 48.023990
#> [114,] 47.456067
#> [115,] 47.042929
#> [116,] 46.384671
#> [117,] 37.336927
#> [118,] 37.306528
#> [119,] 37.369368
#> [120,] 37.397559
#> [121,] 38.609939
#> [122,] 15.443014
#> [123,] 12.839664
#> [124,] 9.846691
#> [125,] 11.104860
#> [126,] 11.253739
#> [127,] 10.257061
#> [128,] 26.242603
#> [129,] 26.417745
#> [130,] 26.008366
#> [131,] 26.807722
#> [132,] 26.739591
#> [133,] 27.016093
#> [134,] 27.091791
#> [135,] 30.293263
#> [136,] 27.613302
#> [137,] 27.623595
#> [138,] 27.533809
#> [139,] 25.235796
#> [140,] 24.675098
#> [141,] 8.950978
#> [142,] 8.938445
#> [143,] 8.682121
#> [144,] 11.312971
#> [145,] 11.895020
#> [146,] 11.668814
#> [147,] 11.679582
#> [148,] 10.872753
#> [149,] 10.443699
#> [150,] 10.360012
#> [151,] 10.192171
#> [152,] 11.663803
#> [153,] 11.316140
#> [154,] 10.956777
#> [155,] 11.158775
#> [156,] 11.348674
#> [157,] 13.727853
#> [158,] 11.224283
#> [159,] 10.561583
#> [160,] 10.539747
#> [161,] 10.830630
#> [162,] 13.547705
#> [163,] 12.913234
#> [164,] 12.954807
#> [165,] 11.866511
#> [166,] 11.880547
#> [167,] 11.894095
#> [168,] 13.044273
#> [169,] 13.058196
#> [170,] 11.179744
#> [171,] 11.374873
#> [172,] 11.087329
#> [173,] 11.187528
#> [174,] 14.405235
#> [175,] 14.405752
#> [176,] 16.966459
#> [177,] 15.042270
#> [178,] 15.410637
#> [179,] 16.121853
#> [180,] 16.150283
#> [181,] 14.579611
#> [182,] 17.313065
#> [183,] 17.049930
#> [184,] 18.864689
#> [185,] 20.288080
#> [186,] 20.365188
#> [187,] 20.080891
#> [188,] 25.590398
#> [189,] 18.396720
#> [190,] 18.393660
#> [191,] 20.146842
#> [192,] 20.722437
#> [193,] 20.757548
#> [194,] 23.065440
#> [195,] 22.440347
#> [196,] 21.732488
#> [197,] 22.253847
#> [198,] 22.348055
#> [199,] 19.093105
#> [200,] 17.796621
#> [201,] 17.320929
#> [202,] 15.404858
#> [203,] 13.513617
#> [204,] 9.644766
#> [205,] 6.991047
#> [206,] 6.975508
#> [207,] 4.810700
#> [208,] 4.854373
#> [209,] 4.845787
#> [210,] 4.853229
#> [211,] 4.663626
#> [212,] 8.016688
#> [213,] 10.040245
#> [214,] 8.706381
#> [215,] 8.498886
#> [216,] 7.826569
#> [217,] 6.961312
#> [218,] 6.935944
#> [219,] 6.924738
#> [220,] 6.808665
#> [221,] 6.626293
#> [222,] 6.555733
#> [223,] 6.505575
#> [224,] 6.488153
#> [225,] 3.350350
#> [226,] 2.741155
#> [227,] 2.592685
#> [228,] 1.017524
#>
#>
#> $bsm$final
#> $bsm$final$level
#> [1] 1
#>
#> $bsm$final$slope
#> [1] 0.001250512
#>
#> $bsm$final$seasonal
#> [1] 0.4104712
#>
#> $bsm$final$noise
#> [1] 0.07855484
#>
#> $bsm$final$tau
#> [,1] [,2] [,3] [,4] [,5]
#> [1,] 4.348553e+00 7.989847e-13 -6.783217e-12 -1.090160e-12 0.0000000
#> [2,] 5.036431e-01 4.348553e+00 4.348553e+00 1.380049e-14 4.3485535
#> [3,] 6.097061e-02 1.062884e+00 2.643439e+00 -2.208078e-14 4.5557928
#> [4,] 6.431768e-03 5.621073e-01 1.899758e+00 -9.007407e-15 4.5690463
#> [5,] 1.999685e-02 4.145748e-01 1.503080e+00 -2.608810e-13 4.5692204
#> [6,] 2.094030e-01 2.812004e-01 1.240755e+00 -1.076611e-13 4.5833176
#> [7,] 5.409838e-01 5.663880e-02 9.469709e-01 0.000000e+00 4.7724002
#> [8,] 3.421979e-01 4.095705e-02 6.157661e-01 1.305699e-13 5.1705264
#> [9,] 3.854831e-02 2.009050e-02 5.033498e-01 -6.900245e-15 5.3787462
#> [10,] 3.899909e-01 7.269059e-04 4.011683e-01 4.244298e-14 5.4204909
#> [11,] 1.170611e-03 1.079247e-01 2.692431e-01 1.104039e-15 5.8958163
#> [12,] 6.155831e-01 1.184599e-01 1.788151e-01 4.348553e+00 5.9367790
#> [13,] 1.917949e+00 9.234466e-03 1.595403e-01 3.462826e+00 6.3253844
#> [14,] 2.340264e-01 8.054576e-01 6.739443e-02 9.368804e-02 2.3805806
#> [15,] 3.735018e-02 2.811795e-01 3.242693e-02 1.280977e-02 2.0590144
#> [16,] 3.072111e-01 4.285272e-01 8.254322e-03 1.802614e-03 2.1463234
#> [17,] 2.167164e-03 1.048285e+00 1.578011e-03 4.700408e-02 2.5304787
#> [18,] 2.975727e-01 9.768665e-01 2.564416e-02 3.684759e-02 2.5296270
#> [19,] 9.379812e-02 3.802149e-01 5.349242e-02 8.223570e-01 2.6289767
#> [20,] 2.302491e-01 1.671743e-01 7.589432e-02 2.880016e-01 2.2943709
#> [21,] 1.352129e-01 7.101232e-03 7.877637e-02 8.654288e-02 3.5838939
#> [22,] 2.802974e-06 2.696064e-02 6.625170e-02 1.644880e-01 3.6086889
#> [23,] 8.637421e-02 2.730937e-02 5.517960e-02 3.165087e-01 3.4995714
#> [24,] 2.184701e-02 1.102509e-03 5.540583e-02 2.181203e-01 3.7235027
#> [25,] 2.733436e+00 1.766165e-02 6.103242e-02 7.512012e-03 3.4920997
#> [26,] 2.331750e-02 9.632929e-01 1.877195e-02 1.130520e-01 8.8386355
#> [27,] 3.022852e-02 7.696634e-01 1.651791e-03 5.349003e-02 8.7631518
#> [28,] 2.218612e-01 5.763319e-01 1.700490e-03 2.809000e-01 8.6021976
#> [29,] 9.016869e-03 1.153954e+00 2.413992e-02 6.783118e-02 7.7881928
#> [30,] 4.491117e-02 1.291863e+00 7.535162e-02 1.763746e-01 7.7374377
#> [31,] 1.349703e-01 9.871507e-01 1.422165e-01 1.149671e+00 7.7894652
#> [32,] 3.880167e-01 1.533939e+00 2.542880e-01 4.141165e-01 7.6367721
#> [33,] 5.310884e-02 6.743133e-01 3.442633e-01 4.151612e-01 6.6802214
#> [34,] 1.124927e-02 4.444594e-01 4.258406e-01 1.503596e-02 6.6339226
#> [35,] 2.327911e-01 3.545948e-01 5.050093e-01 4.931023e-01 6.9711670
#> [36,] 1.255067e-01 8.412923e-01 6.423390e-01 1.579898e+00 6.8719185
#> [37,] 2.361824e+00 4.629770e-01 7.526340e-01 3.295234e+00 6.6867213
#> [38,] 2.774056e-03 1.188156e-01 6.870799e-01 1.270788e-01 1.4594521
#> [39,] 2.159090e-01 1.441283e-01 6.197382e-01 1.489783e-01 1.4610531
#> [40,] 1.478590e-02 4.886822e-03 6.043940e-01 2.891568e-02 1.0105172
#> [41,] 2.447174e-02 1.232224e-04 6.022672e-01 1.108602e-03 0.9815097
#> [42,] 2.106802e-01 1.327834e-02 6.168017e-01 1.810091e-02 1.0500817
#> [43,] 5.103990e-01 3.619362e-02 5.838456e-01 1.545298e-02 1.4991112
#> [44,] 2.807309e-02 4.427923e-01 4.836362e-01 7.174698e-02 1.8296007
#> [45,] 1.895817e+00 3.066918e-01 4.075428e-01 2.758984e-01 2.0203332
#> [46,] 1.977250e+00 2.158030e+00 2.403792e-01 4.705842e-01 5.0231742
#> [47,] 6.189050e-02 2.852048e-01 1.901402e-01 9.751102e-03 6.5096392
#> [48,] 3.283454e-01 4.889163e-01 1.336894e-01 1.561805e-02 6.4229752
#> [49,] 1.264203e+00 1.013742e-01 1.111258e-01 1.557183e-01 7.6896027
#> [50,] 1.613070e-02 1.835913e-01 1.408785e-01 1.924296e-02 10.5923451
#> [51,] 9.173795e-03 2.628939e-01 1.811274e-01 3.316511e-03 10.4399857
#> [52,] 1.062280e-02 3.320406e-01 2.323599e-01 4.136880e-02 10.2638759
#> [53,] 2.410497e-01 2.577707e-01 2.826127e-01 3.873879e-01 10.2531865
#> [54,] 4.729844e-02 3.303773e-02 3.013190e-01 1.209099e-02 10.4265258
#> [55,] 1.423048e-01 1.063161e-01 3.369631e-01 9.381062e-01 10.1993220
#> [56,] 3.147430e+00 3.321464e-01 4.053871e-01 3.049347e+00 9.3408387
#> [57,] 4.360274e+00 3.609239e-01 3.328157e-01 4.574231e+00 12.4897151
#> [58,] 1.407992e+00 6.154265e-01 4.271937e-01 8.066823e-01 10.2506469
#> [59,] 2.462169e-01 7.015467e-06 4.261375e-01 4.732046e-01 9.4689243
#> [60,] 5.448218e-01 1.065650e-01 4.683629e-01 4.260781e-01 9.7582186
#> [61,] 8.611262e+00 6.656925e-01 5.837292e-01 1.820662e+00 11.6816426
#> [62,] 3.174553e-01 1.276956e+00 4.258425e-01 1.184347e-02 12.1135354
#> [63,] 8.874865e-02 5.720678e-01 3.340169e-01 1.762361e-02 12.8949155
#> [64,] 1.950332e-03 3.122388e-01 2.733233e-01 2.819692e-02 13.1430375
#> [65,] 2.789883e-03 3.457668e-01 2.161116e-01 3.107895e-03 13.0994869
#> [66,] 4.801754e-02 3.057709e-01 1.684788e-01 1.845598e-03 13.0352769
#> [67,] 4.655753e-02 1.662032e-01 1.371510e-01 1.189789e+00 12.9350443
#> [68,] 2.258970e+00 7.003420e-02 1.185197e-01 3.805722e+00 12.8751213
#> [69,] 8.416905e-02 5.351184e-01 1.728243e-01 9.918817e-01 9.9928327
#> [70,] 6.550139e-03 2.907434e-01 2.193229e-01 5.079055e-01 9.5566294
#> [71,] 1.185037e+00 2.357542e-01 2.658896e-01 8.454284e-01 9.8179312
#> [72,] 1.246967e+00 5.563292e-02 2.424696e-01 8.195736e+00 10.6488015
#> [73,] 2.064500e+00 9.522353e-01 1.575047e-01 3.996116e+00 6.7060487
#> [74,] 1.751210e-01 5.617190e-04 1.555824e-01 2.112442e-02 2.4029592
#> [75,] 1.401932e-03 9.059043e-02 1.331710e-01 2.117805e-01 1.9180672
#> [76,] 1.012961e-01 7.626640e-02 1.141480e-01 5.637689e-03 1.9463151
#> [77,] 2.597524e-02 4.261689e-03 1.098289e-01 4.620205e-02 1.9954390
#> [78,] 1.182179e-01 1.722331e-03 1.124839e-01 1.579815e-03 1.8855477
#> [79,] 8.762903e-01 7.251933e-02 1.307632e-01 1.999337e-02 2.1080139
#> [80,] 7.600702e-01 7.911433e-01 2.010389e-01 5.494098e-02 3.6425645
#> [81,] 1.339213e+00 9.726190e-02 2.291884e-01 6.331248e-01 4.5363358
#> [82,] 1.037404e-01 2.068298e-01 1.885963e-01 6.345279e-02 5.1020560
#> [83,] 1.113438e+00 5.827634e-02 1.686385e-01 7.967169e-01 4.8759065
#> [84,] 2.931350e-01 2.094115e-01 2.072502e-01 1.751382e-01 4.2536792
#> [85,] 5.116863e-01 6.662877e-01 2.860329e-01 4.975179e-02 5.0125307
#> [86,] 4.096810e-02 1.172386e-01 3.228016e-01 8.472727e-02 6.6176026
#> [87,] 2.681936e-01 2.270268e-01 3.776924e-01 3.662483e-02 6.6909154
#> [88,] 3.540288e-01 1.780144e-02 3.937761e-01 5.083628e-02 6.6175201
#> [89,] 5.371819e-01 6.796976e-02 3.624418e-01 1.519410e-01 6.8262366
#> [90,] 1.100025e-02 5.052529e-02 3.892470e-01 3.680811e-01 7.4184539
#> [91,] 2.273758e+00 2.411916e-02 4.083059e-01 2.525619e+00 7.3531944
#> [92,] 6.135762e+00 7.114875e-01 3.099140e-01 1.507311e-03 6.2963771
#> [93,] 3.816435e+00 6.355865e-01 4.024443e-01 3.848766e-01 11.9287931
#> [94,] 2.061999e-01 4.373148e+00 7.025967e-01 2.023763e-01 11.8859366
#> [95,] 5.840331e-01 3.205594e+00 1.025550e+00 1.606266e-01 12.2917672
#> [96,] 4.969769e+00 1.649216e+00 1.294636e+00 2.629261e+00 12.8051358
#> [97,] 2.459257e+00 3.700529e-02 1.252187e+00 1.213386e+00 15.8887525
#> [98,] 4.487138e-01 7.162683e-01 1.443482e+00 1.587239e-01 14.8979360
#> [99,] 5.326907e-02 1.621222e-01 1.539192e+00 7.033491e-02 15.6623551
#> [100,] 3.502574e-02 3.085915e-01 1.676337e+00 1.093446e+00 15.6330436
#> [101,] 1.683022e+00 1.862356e-01 1.786890e+00 1.698996e-01 16.8662296
#> [102,] 9.195268e-01 1.829310e-01 1.677076e+00 5.421787e-01 16.4712675
#> [103,] 8.521535e-02 1.129594e+00 1.419444e+00 4.952107e+00 17.5670849
#> [104,] 4.031269e-01 1.577948e+00 1.142668e+00 2.915112e-01 18.6703193
#> [105,] 2.672785e+00 6.982850e-01 9.751532e-01 2.836962e+00 22.5952929
#> [106,] 1.539286e-02 3.680416e+00 6.408462e-01 2.340751e-02 19.0008736
#> [107,] 8.920169e-02 3.371862e+00 3.863567e-01 1.003302e+00 18.5525833
#> [108,] 2.731511e+00 4.137448e+00 1.792295e-01 4.054676e+00 18.9129548
#> [109,] 1.030458e+01 8.825383e-01 1.100957e-01 1.083322e+00 16.6048851
#> [110,] 7.155129e-01 1.408150e+00 2.001977e-01 2.150630e-01 43.3382195
#> [111,] 2.016460e+00 3.923935e-01 2.585417e-01 4.426089e-01 44.7777403
#> [112,] 5.517768e-01 9.865248e-02 2.283511e-01 2.894244e-04 46.8518816
#> [113,] 4.019946e-01 3.164461e-02 2.452158e-01 7.790638e-03 46.0878512
#> [114,] 6.998024e-02 3.573854e-01 3.063001e-01 9.573703e-03 44.8966253
#> [115,] 6.957067e-01 5.975668e-01 3.953499e-01 9.687916e+00 44.9122747
#> [116,] 6.567933e+00 1.756832e+00 5.744497e-01 7.358481e+00 43.6927433
#> [117,] 1.310647e+00 1.383279e-01 5.208318e-01 3.664159e-07 34.3751610
#> [118,] 2.258914e-02 1.492412e-01 5.765903e-01 6.333461e-02 35.3818258
#> [119,] 3.216553e-04 2.360619e-01 6.507427e-01 7.504858e-01 35.1548868
#> [120,] 2.164130e-01 2.246610e-01 7.274085e-01 1.228067e+01 35.8785695
#> [121,] 8.809130e+00 2.751385e-02 7.552612e-01 2.423942e+01 36.2210738
#> [122,] 6.555091e-01 3.239653e+00 4.811870e-01 7.368937e-03 9.7112739
#> [123,] 1.474507e-02 1.596860e+00 3.255234e-01 1.974218e+00 7.2087863
#> [124,] 4.271321e-01 1.400074e+00 2.072533e-01 1.467665e-02 6.5427014
#> [125,] 3.118776e-01 2.611829e+00 8.866537e-02 1.953270e-01 6.8466267
#> [126,] 1.200117e+00 3.944212e+00 1.086386e-02 2.001254e-01 6.9420171
#> [127,] 1.695522e-01 1.588685e+00 3.461491e-04 1.934855e-02 7.7925320
#> [128,] 9.249986e+00 9.755686e-01 1.319462e-02 6.996426e-01 8.1493652
#> [129,] 2.363997e-01 1.054112e+00 2.192359e-04 9.074813e-01 24.7405997
#> [130,] 8.281820e-02 4.965592e-01 2.902457e-03 1.703228e-01 24.5365415
#> [131,] 9.161587e-02 2.642613e-01 1.081239e-02 1.919870e-01 24.1939937
#> [132,] 3.594071e-01 9.833672e-02 1.810482e-02 1.228951e+00 24.7793963
#> [133,] 3.313515e-01 5.050545e-01 4.154925e-02 1.708849e+00 24.9760328
#> [134,] 7.039832e-01 1.085073e-01 5.567670e-02 5.544611e-01 24.4212757
#> [135,] 5.026587e+00 7.834937e-01 1.038550e-01 4.398651e-01 24.3766468
#> [136,] 8.789959e-02 5.617784e+00 3.062132e-01 9.072101e-04 20.3127840
#> [137,] 2.949092e-03 6.587368e+00 6.458480e-01 1.302517e+00 19.8553833
#> [138,] 6.962267e-01 6.773436e+00 1.118257e+00 4.290780e-02 19.9213156
#> [139,] 4.420785e-02 4.202149e+00 1.581201e+00 5.655232e+00 19.8338909
#> [140,] 1.147152e+01 3.650641e+00 2.084847e+00 6.453154e+00 19.8103851
#> [141,] 3.825898e-01 1.107806e-01 1.992549e+00 5.816727e-01 6.0220850
#> [142,] 3.053741e-01 5.514059e-01 1.793708e+00 1.822986e-01 6.0591479
#> [143,] 2.030017e+00 1.417679e-01 1.697063e+00 1.694614e+00 5.6631388
#> [144,] 1.103864e+00 3.218211e-01 1.844743e+00 2.659695e-04 4.4163261
#> [145,] 1.627111e+00 1.595910e+00 2.195274e+00 2.204191e-03 7.0991296
#> [146,] 5.992319e-01 1.749787e-01 2.318520e+00 3.580310e-01 8.7967485
#> [147,] 5.807765e-01 8.930420e-03 2.291205e+00 1.437875e+00 8.7463290
#> [148,] 4.344123e-02 3.592417e-01 2.118226e+00 6.861147e-02 6.9983368
#> [149,] 1.877737e-01 5.438487e-01 1.914546e+00 8.443196e-02 7.0797099
#> [150,] 3.486723e-01 2.028558e-01 1.795470e+00 1.523461e-01 6.6759720
#> [151,] 1.433352e-05 7.083184e-01 1.582641e+00 4.393026e-01 7.6772783
#> [152,] 1.923528e+00 7.125853e-01 1.382622e+00 1.204339e-02 7.6356926
#> [153,] 7.320944e-03 5.586304e-03 1.400486e+00 1.284455e-01 8.7965795
#> [154,] 1.314499e-01 3.258675e-04 1.405356e+00 1.664001e-01 8.9351925
#> [155,] 1.053724e-02 4.936450e-02 1.355073e+00 8.904448e-01 9.1332904
#> [156,] 1.127435e+00 8.422107e-02 1.290580e+00 5.031373e+00 8.9420143
#> [157,] 5.087301e+00 9.876976e-01 1.079941e+00 2.777161e-01 5.7137064
#> [158,] 6.036599e-02 2.508081e-01 1.184897e+00 3.719256e-01 8.0072236
#> [159,] 5.373368e-01 4.404370e-01 1.331367e+00 4.477312e-01 7.3448058
#> [160,] 1.343970e-02 3.163948e-02 1.372873e+00 1.241682e-01 7.5607590
#> [161,] 2.747130e-01 6.488202e-02 1.433083e+00 4.753602e-01 7.2099390
#> [162,] 3.137764e+00 3.625652e-01 1.579087e+00 9.061654e-01 7.5003908
#> [163,] 1.226090e+00 3.155339e+00 2.048534e+00 4.468037e-01 6.9076527
#> [164,] 2.309714e+00 1.086650e+00 2.353727e+00 1.689403e+00 8.9793555
#> [165,] 4.300346e-01 1.223539e-03 2.366832e+00 8.693639e-03 8.7440904
#> [166,] 4.065489e-01 2.206643e-01 2.513641e+00 4.312774e-01 8.4584933
#> [167,] 1.567755e-02 7.966423e-01 2.802530e+00 6.497950e-04 8.1777684
#> [168,] 1.814897e+00 6.554481e-01 3.079120e+00 8.693523e-01 7.9713111
#> [169,] 1.051467e+00 7.009005e-03 3.054756e+00 1.951278e+00 9.9101325
#> [170,] 2.989684e-02 5.833922e-01 2.802324e+00 1.069418e-01 6.6140367
#> [171,] 5.979067e-03 7.718828e-01 2.524699e+00 2.060173e-02 6.7531774
#> [172,] 1.109880e-02 8.648291e-01 2.246232e+00 5.522289e-01 6.8910382
#> [173,] 8.283666e-01 9.999380e-01 1.964473e+00 2.544654e-01 7.2330824
#> [174,] 3.834928e+00 2.572846e+00 1.549411e+00 3.253122e+00 6.6280785
#> [175,] 2.697995e+00 8.432086e+00 9.202196e-01 7.485029e-02 5.0415079
#> [176,] 6.175193e+00 3.290739e+00 6.100224e-01 6.126895e-01 6.5351800
#> [177,] 1.321949e-01 2.713269e-02 5.863683e-01 5.754380e-03 12.6127757
#> [178,] 8.522945e-05 1.649572e-01 5.278862e-01 5.400059e-03 12.4991572
#> [179,] 8.185151e-02 1.600749e-01 4.732606e-01 1.309253e+00 12.9143212
#> [180,] 6.974624e-01 4.416211e-02 4.464467e-01 1.538596e+00 13.6484515
#> [181,] 4.968950e-02 1.187654e-01 4.951141e-01 3.373671e-01 11.1953460
#> [182,] 1.232340e+00 2.428746e-01 5.686850e-01 5.547171e-02 11.7620761
#> [183,] 9.114440e-02 1.514804e+00 7.719254e-01 1.362010e-02 12.3237599
#> [184,] 9.937901e-01 2.050074e+00 1.048212e+00 7.430228e-04 11.1118524
#> [185,] 7.436801e-01 4.389688e+00 1.528620e+00 2.488828e-01 10.4310705
#> [186,] 1.465368e-04 7.126066e+00 2.273633e+00 2.700190e+00 9.2052118
#> [187,] 1.936380e+00 7.173960e+00 3.175124e+00 1.166392e+00 9.9387313
#> [188,] 2.903521e-02 3.073299e+00 3.858425e+00 3.779196e+00 11.6101449
#> [189,] 3.347972e-02 2.690584e+00 4.565825e+00 1.872570e-01 9.5959328
#> [190,] 4.934855e-01 2.307632e+00 5.283459e+00 3.668737e-02 10.1084712
#> [191,] 2.786188e+00 1.105746e+00 5.829501e+00 3.827423e-01 10.5357948
#> [192,] 4.749205e-01 3.724751e-03 5.846776e+00 4.281791e-01 13.9154528
#> [193,] 2.693593e-01 2.712534e-01 5.641266e+00 7.204932e-02 15.2850418
#> [194,] 3.347725e+00 7.525385e-01 5.275792e+00 1.018417e+00 14.5462477
#> [195,] 1.694078e-01 4.367300e+00 4.376827e+00 6.114762e-01 13.5830472
#> [196,] 2.915452e-01 3.297680e+00 3.665417e+00 2.434454e-02 13.6908954
#> [197,] 4.864110e-01 4.743991e+00 2.882971e+00 1.723388e+00 12.1973493
#> [198,] 2.324186e+00 7.002715e+00 2.045746e+00 8.977221e-02 11.4234418
#> [199,] 1.572796e-01 2.649185e+00 1.607769e+00 5.057579e+00 12.0752912
#> [200,] 4.746777e+00 1.858988e+00 1.282336e+00 3.826151e+00 11.6397302
#> [201,] 2.422262e+00 7.992524e+00 7.026856e-01 4.167458e-03 5.1742654
#> [202,] 1.197179e-01 3.186616e+00 4.261494e-01 5.384786e-01 9.8514966
#> [203,] 6.183711e-01 2.417826e+00 2.397768e-01 1.020540e-01 9.5938085
#> [204,] 1.191868e-01 1.055180e+00 1.458641e-01 6.678523e-01 7.3988129
#> [205,] 4.812780e-03 6.329684e-01 8.876685e-02 9.725774e-01 6.2918232
#> [206,] 1.606174e+00 7.105348e-01 4.269658e-02 1.291018e+00 6.2830839
#> [207,] 4.191850e-02 1.579419e-04 4.458812e-02 1.660589e-02 4.5617594
#> [208,] 3.828656e-02 2.277068e-02 5.389116e-02 9.410608e-02 4.7655641
#> [209,] 3.991555e-02 3.500263e-04 5.680889e-02 6.627411e-01 4.8512923
#> [210,] 5.129559e-02 2.366875e-02 6.832490e-02 6.084879e-01 4.7473987
#> [211,] 8.816930e-02 4.515429e-07 7.121362e-02 4.669593e-02 4.4904611
#> [212,] 7.162581e-01 4.082884e-02 8.912487e-02 2.621254e+00 4.4286061
#> [213,] 4.050777e+00 1.393397e-01 6.693245e-02 1.495897e+00 7.4351748
#> [214,] 2.001580e-02 3.086977e+00 1.318236e-03 9.754717e-02 4.8805846
#> [215,] 1.590010e+00 2.841168e+00 3.611694e-02 1.056255e-02 4.8698095
#> [216,] 1.639139e+00 7.213219e-01 1.017308e-01 1.768021e-01 6.4364518
#> [217,] 1.045108e-02 4.612983e-03 1.148658e-01 8.581547e-02 7.1549316
#> [218,] 1.050603e-01 1.592577e-02 1.252351e-01 1.428127e-02 7.1477806
#> [219,] 2.480730e-01 3.221115e-03 1.628680e-01 2.623144e-01 7.1039386
#> [220,] 6.118216e-02 1.183985e-01 2.708443e-01 5.131289e-03 6.9563306
#> [221,] 2.051753e-02 4.173973e-02 4.119165e-01 1.653195e-01 6.8118115
#> [222,] 2.014600e-01 1.512191e-02 6.167728e-01 7.844084e-02 6.7705488
#> [223,] 1.718620e-03 1.573312e-01 1.152011e+00 1.718973e+00 6.7019781
#> [224,] 3.506632e+00 1.894637e-01 2.332937e+00 2.632535e-01 6.6972446
#> [225,] 1.286451e+00 5.757717e-01 3.021142e+00 6.922882e-01 3.7957879
#> [226,] 7.628133e-03 2.570529e+00 2.526468e+00 5.588432e-01 3.2231963
#> [227,] 1.456994e+00 2.987976e+00 1.168290e+00 8.109826e-03 2.9938481
#> [228,] 1.168290e+00 1.168290e+00 NaN 1.168290e+00 1.1682901
#> [,6]
#> [1,] 4.348553
#> [2,] 4.555793
#> [3,] 4.569046
#> [4,] 4.569220
#> [5,] 4.583318
#> [6,] 4.772400
#> [7,] 5.170526
#> [8,] 5.378746
#> [9,] 5.420491
#> [10,] 5.895816
#> [11,] 5.936779
#> [12,] 6.325887
#> [13,] 6.326316
#> [14,] 6.326371
#> [15,] 3.274923
#> [16,] 3.538325
#> [17,] 3.502148
#> [18,] 3.309877
#> [19,] 3.221637
#> [20,] 3.882692
#> [21,] 3.703271
#> [22,] 3.843363
#> [23,] 3.833667
#> [24,] 4.128238
#> [25,] 9.585572
#> [26,] 9.611462
#> [27,] 9.682826
#> [28,] 9.519534
#> [29,] 9.343711
#> [30,] 9.328450
#> [31,] 9.168955
#> [32,] 9.466008
#> [33,] 7.762315
#> [34,] 7.870144
#> [35,] 7.753778
#> [36,] 7.754958
#> [37,] 7.469668
#> [38,] 2.618992
#> [39,] 2.379629
#> [40,] 1.631453
#> [41,] 1.685519
#> [42,] 2.050444
#> [43,] 2.621130
#> [44,] 2.816296
#> [45,] 7.028239
#> [46,] 7.996971
#> [47,] 7.257119
#> [48,] 8.138406
#> [49,] 11.078857
#> [50,] 11.180963
#> [51,] 11.121155
#> [52,] 11.076617
#> [53,] 11.094333
#> [54,] 11.093522
#> [55,] 10.892577
#> [56,] 13.404779
#> [57,] 13.631857
#> [58,] 11.344303
#> [59,] 9.987665
#> [60,] 12.940183
#> [61,] 16.714040
#> [62,] 14.328527
#> [63,] 14.138698
#> [64,] 14.068278
#> [65,] 13.911834
#> [66,] 13.547849
#> [67,] 13.228261
#> [68,] 13.262767
#> [69,] 10.848454
#> [70,] 10.144224
#> [71,] 10.959461
#> [72,] 10.865253
#> [73,] 7.830740
#> [74,] 2.478579
#> [75,] 2.306098
#> [76,] 2.300535
#> [77,] 2.184843
#> [78,] 2.325712
#> [79,] 4.552321
#> [80,] 4.993130
#> [81,] 5.584485
#> [82,] 5.406836
#> [83,] 5.409222
#> [84,] 6.071484
#> [85,] 6.942381
#> [86,] 7.171336
#> [87,] 7.208283
#> [88,] 7.181193
#> [89,] 7.800757
#> [90,] 7.947008
#> [91,] 8.313918
#> [92,] 14.463040
#> [93,] 17.613898
#> [94,] 16.418086
#> [95,] 16.399804
#> [96,] 18.562213
#> [97,] 18.588495
#> [98,] 17.412479
#> [99,] 17.406411
#> [100,] 18.185482
#> [101,] 18.619239
#> [102,] 19.634700
#> [103,] 21.775037
#> [104,] 28.823046
#> [105,] 26.104330
#> [106,] 25.161014
#> [107,] 24.297138
#> [108,] 23.293991
#> [109,] 45.372113
#> [110,] 46.411298
#> [111,] 47.361244
#> [112,] 47.400911
#> [113,] 46.784689
#> [114,] 46.259235
#> [115,] 45.903079
#> [116,] 45.442571
#> [117,] 36.305284
#> [118,] 36.253410
#> [119,] 36.354968
#> [120,] 36.487835
#> [121,] 37.642428
#> [122,] 14.498060
#> [123,] 12.038177
#> [124,] 9.116466
#> [125,] 10.565544
#> [126,] 10.644060
#> [127,] 9.698937
#> [128,] 25.398792
#> [129,] 25.478334
#> [130,] 24.996978
#> [131,] 26.087866
#> [132,] 25.875211
#> [133,] 26.128671
#> [134,] 26.333280
#> [135,] 29.466949
#> [136,] 27.095436
#> [137,] 27.115806
#> [138,] 27.059943
#> [139,] 24.511046
#> [140,] 23.965956
#> [141,] 8.254355
#> [142,] 8.251450
#> [143,] 7.856624
#> [144,] 10.489238
#> [145,] 11.216295
#> [146,] 11.038309
#> [147,] 11.047285
#> [148,] 10.152177
#> [149,] 9.704470
#> [150,] 9.811132
#> [151,] 9.613454
#> [152,] 11.050745
#> [153,] 10.613767
#> [154,] 10.348376
#> [155,] 10.497545
#> [156,] 10.632262
#> [157,] 12.773751
#> [158,] 10.205785
#> [159,] 9.563247
#> [160,] 9.547214
#> [161,] 9.905287
#> [162,] 12.849279
#> [163,] 12.337899
#> [164,] 12.429711
#> [165,] 11.225711
#> [166,] 11.281089
#> [167,] 11.309672
#> [168,] 12.401418
#> [169,] 12.432595
#> [170,] 10.417601
#> [171,] 10.629237
#> [172,] 10.373270
#> [173,] 10.632825
#> [174,] 13.981997
#> [175,] 13.860539
#> [176,] 15.852531
#> [177,] 13.915014
#> [178,] 14.231189
#> [179,] 14.955228
#> [180,] 14.978002
#> [181,] 13.412377
#> [182,] 16.156991
#> [183,] 15.964984
#> [184,] 17.870076
#> [185,] 19.441746
#> [186,] 19.583007
#> [187,] 19.332732
#> [188,] 24.855937
#> [189,] 17.239658
#> [190,] 17.244919
#> [191,] 18.906023
#> [192,] 19.404474
#> [193,] 19.436531
#> [194,] 21.768692
#> [195,] 21.143440
#> [196,] 20.442527
#> [197,] 20.964465
#> [198,] 21.062017
#> [199,] 17.946136
#> [200,] 16.573394
#> [201,] 16.283413
#> [202,] 14.509527
#> [203,] 12.738174
#> [204,] 9.150349
#> [205,] 6.811341
#> [206,] 6.836380
#> [207,] 4.902481
#> [208,] 4.906785
#> [209,] 4.907189
#> [210,] 4.989621
#> [211,] 4.655778
#> [212,] 8.090120
#> [213,] 10.142772
#> [214,] 8.547232
#> [215,] 8.403117
#> [216,] 7.861915
#> [217,] 7.159691
#> [218,] 7.147781
#> [219,] 7.103939
#> [220,] 6.956331
#> [221,] 6.811812
#> [222,] 6.770549
#> [223,] 6.701978
#> [224,] 6.697245
#> [225,] 3.795788
#> [226,] 3.223196
#> [227,] 2.993848
#> [228,] 1.168290
#>
#>
#>
#> $likelihood
#> $likelihood$initial
#> $likelihood$initial$ll
#> [1] -1233.697
#>
#> $likelihood$initial$ssq
#> [1] 34176.74
#>
#> $likelihood$initial$nobs
#> [1] 228
#>
#> $likelihood$initial$neffective
#> [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] -1222.983
#>
#> $likelihood$final$ssq
#> [1] 27944.07
#>
#> $likelihood$final$nobs
#> [1] 228
#>
#> $likelihood$final$neffective
#> [1] -1
#>
#> $likelihood$final$nparams
#> [1] 4
#>
#> $likelihood$final$df
#> [1] 210
#>
#> $likelihood$final$aic
#> [1] 2453.967
#>
#> $likelihood$final$aicc
#> [1] 2454.158
#>
#> $likelihood$final$bic
#> [1] 2467.431
#>
#> $likelihood$final$bic2
#> [1] NaN
#>
#> $likelihood$final$bicc
#> [1] NaN
#>
#> $likelihood$final$hannanquinn
#> [1] 2459.408
#>
#>
#>
#> attr(,"class")
#> [1] "JD3_STS_OUTLIERS"