rSingularWishart: Random Singular Wishart Matrix
In rWishart: Random Wishart Matrix Generation
Description
Usage
Arguments
Details
Value
References
Examples
View source: R/rSingularWishart.R
Description
Generate n random matrices, distributed according to the Wishart distribution with parameters Sigma and df, W_p(Sigma, df).
Usage
1
rSingularWishart(n, df, Sigma, covariance = FALSE, simplify = "array")
Arguments
n
integer: the number of replications.
df
numeric parameter, “degrees of freedom”.
Sigma
positive definite (p * p) “scale”
matrix, the matrix parameter of the distribution.
covariance
logical on whether a covariance matrix should be generated
simplify
logical or character string; should the result be
simplified to a vector, matrix or higher dimensional array if
possible? For sapply it must be named and not abbreviated.
The default value, TRUE, returns a vector or matrix if appropriate,
whereas if simplify = "array" the result may be an
array of “rank”
(=length(dim(.))) one higher than the result
of FUN(X[[i]]).
Details
If X_1, ..., X_m is a sample of m independent multivariate Gaussians with mean vector 0, and covariance matrix Sigma,
the distribution of M = X'X is W_p(Sigma, m).
Value
A numeric array of dimension p * p * n, where each array is a positive semidefinite matrix, a realization of the Wishart distribution W_p(Sigma, df)
References
Uhlig, Harald. 1994. “On Singular Wishart and Singular Multivariate Beta Distributions.” The Annals of Statistics 22 (1): 395–405. doi:10.1214/aos/1176325375.
Examples
1
rSingularWishart(2, 5, diag(1, 20))
Example output
Attaching package: ‘rWishart’
The following object is masked from ‘package:stats’:
rWishart
, , 1
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 2.24594595 0.20416114 -2.8088324 -0.9392127 1.2409473 -1.1433585
[2,] 0.20416114 4.05954463 0.1588047 -2.7967496 -1.0342127 0.5061729
[3,] -2.80883237 0.15880473 5.7851403 2.4084655 -1.3497167 0.9973122
[4,] -0.93921269 -2.79674961 2.4084655 7.0021272 -1.5708844 0.1495864
[5,] 1.24094730 -1.03421268 -1.3497167 -1.5708844 2.2151027 -1.1809569
[6,] -1.14335846 0.50617291 0.9973122 0.1495864 -1.1809569 0.9462936
[7,] -0.41019042 -0.06813676 -3.1774679 -4.0462186 0.3587987 0.5909168
[8,] -0.93391505 1.32345535 1.5480094 -3.6743119 0.9103832 0.2483523
[9,] 2.25330671 0.24305529 -1.6368967 -1.8441303 2.7150242 -2.1798768
[10,] 1.32549976 0.95888106 -1.0945575 -2.3404514 1.6758697 -1.2272822
[11,] -1.21355092 -0.81506179 0.2843817 2.4783331 -2.2370270 1.5516170
[12,] -1.68866398 1.83660512 4.4683786 -1.4200441 0.2432557 0.1205373
[13,] -1.33041064 4.41154672 2.9238698 -1.9168502 -1.7922529 0.9972818
[14,] -1.97519224 0.65321707 1.2054573 -0.8866949 -1.2793482 1.2400148
[15,] -0.03393561 -2.65687129 -0.4400471 0.9298185 0.8944527 -0.1234071
[16,] 1.81590141 -0.80004867 -3.7933019 -2.0269403 1.6391525 -0.9345286
[17,] -0.14805382 1.41468406 -0.3025584 -4.4069656 1.3315105 -0.2618671
[18,] 0.01070160 -2.94778131 1.4557559 3.8857154 1.1582291 -1.4163182
[19,] -1.93650954 -0.52280108 3.6981571 6.2256232 -3.3645831 1.4917236
[20,] 0.06342989 -2.01372149 0.5799692 -0.7919519 2.1576278 -0.7696287
[,7] [,8] [,9] [,10] [,11] [,12]
[1,] -0.410190420 -0.9339150 2.25330671 1.3254998 -1.213550915 -1.6886640
[2,] -0.068136755 1.3234553 0.24305529 0.9588811 -0.815061790 1.8366051
[3,] -3.177467880 1.5480094 -1.63689672 -1.0945575 0.284381697 4.4683786
[4,] -4.046218585 -3.6743119 -1.84413026 -2.3404514 2.478333053 -1.4200441
[5,] 0.358798701 0.9103832 2.71502416 1.6758697 -2.237027020 0.2432557
[6,] 0.590916763 0.2483523 -2.17987679 -1.2272822 1.551617027 0.1205373
[7,] 7.469808356 1.3353296 -0.36362844 0.5064454 -0.001367755 -1.5816357
[8,] 1.335329600 3.7660433 0.78459178 1.2242802 -1.966410217 3.6495855
[9,] -0.363628442 0.7845918 6.64476449 4.3269542 -5.553426163 2.0559183
[10,] 0.506445442 1.2242802 4.32695416 3.0856963 -3.883482188 1.8842331
[11,] -0.001367755 -1.9664102 -5.55342616 -3.8834822 5.186018440 -3.3476286
[12,] -1.581635714 3.6495855 2.05591834 1.8842331 -3.347628566 6.5146938
[13,] -0.726436225 2.2324497 0.08823838 0.9743422 -1.338950480 4.4972679
[14,] 3.036814125 1.2116054 -1.74122194 -0.6139236 0.729288284 1.1779296
[15,] 0.103124185 -0.3660353 -1.34347176 -1.3336700 1.489514469 -1.8424931
[16,] 2.623605015 -0.3983096 1.86780588 1.2180473 -0.991985646 -2.4439069
[17,] 3.215517677 3.2505357 2.69906695 2.5607319 -3.318243149 2.9941185
[18,] -1.893202505 -1.3260934 3.92055588 1.7351714 -2.951841411 1.5781417
[19,] -4.568734985 -2.9963924 -5.07246269 -3.9951570 4.738283363 -1.0233656
[20,] -0.300844865 1.7072918 1.40301576 0.7107684 -1.505443816 1.2521331
[,13] [,14] [,15] [,16] [,17] [,18]
[1,] -1.33041064 -1.97519224 -0.03393561 1.8159014 -0.1480538 0.010701597
[2,] 4.41154672 0.65321707 -2.65687129 -0.8000487 1.4146841 -2.947781306
[3,] 2.92386975 1.20545729 -0.44004706 -3.7933019 -0.3025584 1.455755945
[4,] -1.91685025 -0.88669490 0.92981853 -2.0269403 -4.4069656 3.885715355
[5,] -1.79225287 -1.27934815 0.89445266 1.6391525 1.3315105 1.158229060
[6,] 0.99728178 1.24001477 -0.12340711 -0.9345286 -0.2618671 -1.416318151
[7,] -0.72643622 3.03681412 0.10312419 2.6236050 3.2155177 -1.893202505
[8,] 2.23244974 1.21160545 -0.36603533 -0.3983096 3.2505357 -1.326093441
[9,] 0.08823838 -1.74122194 -1.34347176 1.8678059 2.6990669 3.920555876
[10,] 0.97434221 -0.61392358 -1.33367003 1.2180473 2.5607319 1.735171359
[11,] -1.33895048 0.72928828 1.48951447 -0.9919856 -3.3182431 -2.951841411
[12,] 4.49726794 1.17792965 -1.84249313 -2.4439069 2.9941185 1.578141737
[13,] 6.46951864 1.89116573 -3.51881953 -2.5493892 2.0198679 -1.606507074
[14,] 1.89116573 2.97462728 -0.75937831 -0.7670735 1.5039478 -0.811714284
[15,] -3.51881953 -0.75937831 2.64170327 0.7328503 -1.1756367 -0.010596947
[16,] -2.54938923 -0.76707346 0.73285029 2.8959122 0.9503066 -0.174824326
[17,] 2.01986788 1.50394784 -1.17563669 0.9503066 4.2878915 -0.149801984
[18,] -1.60650707 -0.81171428 -0.01059695 -0.1748243 -0.1498020 7.342627096
[19,] 0.64319167 0.03415299 0.25510453 -3.6468120 -5.0194956 -0.003528435
[20,] -2.11187886 -0.90905266 1.91286320 0.6254062 1.0707149 1.317837060
[,19] [,20]
[1,] -1.936509540 0.06342989
[2,] -0.522801083 -2.01372149
[3,] 3.698157126 0.57996920
[4,] 6.225623154 -0.79195187
[5,] -3.364583144 2.15762781
[6,] 1.491723601 -0.76962869
[7,] -4.568734985 -0.30084486
[8,] -2.996392424 1.70729185
[9,] -5.072462692 1.40301576
[10,] -3.995156986 0.71076836
[11,] 4.738283363 -1.50544382
[12,] -1.023365591 1.25213305
[13,] 0.643191668 -2.11187886
[14,] 0.034152994 -0.90905266
[15,] 0.255104531 1.91286320
[16,] -3.646812038 0.62540624
[17,] -5.019495620 1.07071488
[18,] -0.003528435 1.31783706
[19,] 8.576101846 -2.26791529
[20,] -2.267915286 3.32513598
, , 2
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 9.6987359 3.9923727 -0.2315783 0.3026180 5.4801702 -3.0238208
[2,] 3.9923727 3.7931672 -0.1035219 -0.8575663 4.7836950 -2.0465555
[3,] -0.2315783 -0.1035219 12.0773996 -2.0507346 2.0552975 6.4100175
[4,] 0.3026180 -0.8575663 -2.0507346 1.3667227 -0.5179042 -1.5068604
[5,] 5.4801702 4.7836950 2.0552975 -0.5179042 8.6824122 -1.1159144
[6,] -3.0238208 -2.0465555 6.4100175 -1.5068604 -1.1159144 7.5917121
[7,] 0.4840630 1.9167546 5.3757119 -1.6502183 3.4818877 2.2301495
[8,] 2.7787013 1.1204779 -0.4423874 0.7331256 0.8576445 -3.9670532
[9,] -3.5560647 -4.7612687 -2.9655476 2.8878459 -3.1863790 2.2027578
[10,] 2.2729954 3.8535592 -1.1898375 -0.4860826 5.2797352 -3.2788718
[11,] -3.2786812 -2.4901536 2.3658634 0.6074890 -2.7307809 0.7107934
[12,] -1.5097028 -0.2336061 -0.3537399 0.8673868 1.5061714 -0.5059144
[13,] -1.3235072 -2.4396155 1.9671003 0.2898915 -2.3819874 3.2166254
[14,] -3.6093028 -1.5030339 -3.2337508 0.5862051 -3.8584915 -2.8385019
[15,] 4.2653104 3.0628211 -1.4144668 -0.1883655 1.7028850 -5.6845936
[16,] -0.5679943 -1.0777570 2.0891299 -0.0990132 -1.0022390 1.8830446
[17,] 5.2962160 1.4359408 3.1313568 0.2245969 4.6205615 2.2403539
[18,] 0.1133549 -0.2749000 0.6935404 0.8440361 1.2937554 -0.1668140
[19,] 8.0788229 4.7941537 -0.5163439 -0.7399572 5.1355214 -3.5660199
[20,] 3.0010035 1.9070081 -6.1641122 -0.1616952 -1.6011026 -5.4085333
[,7] [,8] [,9] [,10] [,11] [,12]
[1,] 0.4840630 2.77870129 -3.5560647 2.27299543 -3.2786812 -1.50970283
[2,] 1.9167546 1.12047788 -4.7612687 3.85355925 -2.4901536 -0.23360613
[3,] 5.3757119 -0.44238742 -2.9655476 -1.18983746 2.3658634 -0.35373987
[4,] -1.6502183 0.73312557 2.8878459 -0.48608263 0.6074890 0.86738675
[5,] 3.4818877 0.85764450 -3.1863790 5.27973522 -2.7307809 1.50617144
[6,] 2.2301495 -3.96705315 2.2027578 -3.27887184 0.7107934 -0.50591436
[7,] 3.8339585 -0.25306845 -3.8272783 1.96057560 -0.1521613 0.19528856
[8,] -0.2530684 3.63909579 -2.6550726 1.41202181 0.8307033 -0.05492467
[9,] -3.8272783 -2.65507262 12.2099112 -4.20696588 1.8463248 2.66368642
[10,] 1.9605756 1.41202181 -4.2069659 5.21989851 -1.8396064 1.23006556
[11,] -0.1521613 0.83070334 1.8463248 -1.83960636 3.4222888 0.91043230
[12,] 0.1952886 -0.05492467 2.6636864 1.23006556 0.9104323 2.39489165
[13,] -0.6407410 -1.47539216 3.5801314 -3.33852810 1.1375667 -0.32298848
[14,] -1.8955274 1.31832970 -0.1855433 -0.27503320 1.9028843 0.26271207
[15,] 0.3359441 4.49355513 -7.0578025 3.18024718 -0.5650648 -1.24590838
[16,] 0.2337000 -0.49849513 0.9766758 -1.60365506 0.8233940 -0.29249083
[17,] 1.3860708 -0.60128848 1.6683949 0.04601831 -1.7731288 0.12403236
[18,] 0.1524857 0.42893303 2.1872606 0.34197429 0.8685511 1.50858409
[19,] 1.3239744 2.74955606 -6.7938989 3.58426393 -3.5003534 -1.91486278
[20,] -2.3408978 2.35619738 -5.1248581 1.32480301 -2.2512005 -2.63821070
[,13] [,14] [,15] [,16] [,17] [,18]
[1,] -1.3235072 -3.6093028 4.2653104 -0.5679943 5.29621596 0.1133549
[2,] -2.4396155 -1.5030339 3.0628211 -1.0777570 1.43594083 -0.2749000
[3,] 1.9671003 -3.2337508 -1.4144668 2.0891299 3.13135677 0.6935404
[4,] 0.2898915 0.5862051 -0.1883655 -0.0990132 0.22459694 0.8440361
[5,] -2.3819874 -3.8584915 1.7028850 -1.0022390 4.62056150 1.2937554
[6,] 3.2166254 -2.8385019 -5.6845936 1.8830446 2.24035386 -0.1668140
[7,] -0.6407410 -1.8955274 0.3359441 0.2337000 1.38607077 0.1524857
[8,] -1.4753922 1.3183297 4.4935551 -0.4984951 -0.60128848 0.4289330
[9,] 3.5801314 -0.1855433 -7.0578025 0.9766758 1.66839495 2.1872606
[10,] -3.3385281 -0.2750332 3.1802472 -1.6036551 0.04601831 0.3419743
[11,] 1.1375667 1.9028843 -0.5650648 0.8233940 -1.77312877 0.8685511
[12,] -0.3229885 0.2627121 -1.2459084 -0.2924908 0.12403236 1.5085841
[13,] 2.5532199 -0.8663158 -3.1623321 1.2562465 1.21830519 0.2340636
[14,] -0.8663158 4.2816901 1.7799790 -0.5314361 -4.96724967 -0.4342409
[15,] -3.1623321 1.7799790 7.3436379 -1.2294407 -1.71582483 -0.7277697
[16,] 1.2562465 -0.5314361 -1.2294407 0.7558475 0.65162565 0.1019345
[17,] 1.2183052 -4.9672497 -1.7158248 0.6516257 6.51518630 1.1748126
[18,] 0.2340636 -0.4342409 -0.7277697 0.1019345 1.17481264 1.3379079
[19,] -2.6185452 -2.2407430 5.6120630 -1.0867325 2.79360537 -0.8364576
[20,] -2.4816194 2.5092530 5.5764570 -1.4506686 -3.07891186 -2.2584859
[,19] [,20]
[1,] 8.0788229 3.0010035
[2,] 4.7941537 1.9070081
[3,] -0.5163439 -6.1641122
[4,] -0.7399572 -0.1616952
[5,] 5.1355214 -1.6011026
[6,] -3.5660199 -5.4085333
[7,] 1.3239744 -2.3408978
[8,] 2.7495561 2.3561974
[9,] -6.7938989 -5.1248581
[10,] 3.5842639 1.3248030
[11,] -3.5003534 -2.2512005
[12,] -1.9148628 -2.6382107
[13,] -2.6185452 -2.4816194
[14,] -2.2407430 2.5092530
[15,] 5.6120630 5.5764570
[16,] -1.0867325 -1.4506686
[17,] 2.7936054 -3.0789119
[18,] -0.8364576 -2.2584859
[19,] 8.2929082 4.6214287
[20,] 4.6214287 8.3067717
rWishart documentation built on Nov. 20, 2019, 1:07 a.m.
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description Usage Arguments Details Value References Examples
View source: R/rSingularWishart.R
Description
Generate n random matrices, distributed according to the Wishart distribution with parameters Sigma and df, W_p(Sigma, df).
Usage
1 | rSingularWishart(n, df, Sigma, covariance = FALSE, simplify = "array")
|
Arguments
n |
integer: the number of replications. |
df |
numeric parameter, “degrees of freedom”. |
Sigma |
positive definite (p * p) “scale” matrix, the matrix parameter of the distribution. |
covariance |
logical on whether a covariance matrix should be generated |
simplify |
logical or character string; should the result be
simplified to a vector, matrix or higher dimensional array if
possible? For |
Details
If X_1, ..., X_m is a sample of m independent multivariate Gaussians with mean vector 0, and covariance matrix Sigma, the distribution of M = X'X is W_p(Sigma, m).
Value
A numeric array of dimension p * p * n, where each array is a positive semidefinite matrix, a realization of the Wishart distribution W_p(Sigma, df)
References
Uhlig, Harald. 1994. “On Singular Wishart and Singular Multivariate Beta Distributions.” The Annals of Statistics 22 (1): 395–405. doi:10.1214/aos/1176325375.
Examples
1 | rSingularWishart(2, 5, diag(1, 20))
|
Example output
Attaching package: ‘rWishart’
The following object is masked from ‘package:stats’:
rWishart
, , 1
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 2.24594595 0.20416114 -2.8088324 -0.9392127 1.2409473 -1.1433585
[2,] 0.20416114 4.05954463 0.1588047 -2.7967496 -1.0342127 0.5061729
[3,] -2.80883237 0.15880473 5.7851403 2.4084655 -1.3497167 0.9973122
[4,] -0.93921269 -2.79674961 2.4084655 7.0021272 -1.5708844 0.1495864
[5,] 1.24094730 -1.03421268 -1.3497167 -1.5708844 2.2151027 -1.1809569
[6,] -1.14335846 0.50617291 0.9973122 0.1495864 -1.1809569 0.9462936
[7,] -0.41019042 -0.06813676 -3.1774679 -4.0462186 0.3587987 0.5909168
[8,] -0.93391505 1.32345535 1.5480094 -3.6743119 0.9103832 0.2483523
[9,] 2.25330671 0.24305529 -1.6368967 -1.8441303 2.7150242 -2.1798768
[10,] 1.32549976 0.95888106 -1.0945575 -2.3404514 1.6758697 -1.2272822
[11,] -1.21355092 -0.81506179 0.2843817 2.4783331 -2.2370270 1.5516170
[12,] -1.68866398 1.83660512 4.4683786 -1.4200441 0.2432557 0.1205373
[13,] -1.33041064 4.41154672 2.9238698 -1.9168502 -1.7922529 0.9972818
[14,] -1.97519224 0.65321707 1.2054573 -0.8866949 -1.2793482 1.2400148
[15,] -0.03393561 -2.65687129 -0.4400471 0.9298185 0.8944527 -0.1234071
[16,] 1.81590141 -0.80004867 -3.7933019 -2.0269403 1.6391525 -0.9345286
[17,] -0.14805382 1.41468406 -0.3025584 -4.4069656 1.3315105 -0.2618671
[18,] 0.01070160 -2.94778131 1.4557559 3.8857154 1.1582291 -1.4163182
[19,] -1.93650954 -0.52280108 3.6981571 6.2256232 -3.3645831 1.4917236
[20,] 0.06342989 -2.01372149 0.5799692 -0.7919519 2.1576278 -0.7696287
[,7] [,8] [,9] [,10] [,11] [,12]
[1,] -0.410190420 -0.9339150 2.25330671 1.3254998 -1.213550915 -1.6886640
[2,] -0.068136755 1.3234553 0.24305529 0.9588811 -0.815061790 1.8366051
[3,] -3.177467880 1.5480094 -1.63689672 -1.0945575 0.284381697 4.4683786
[4,] -4.046218585 -3.6743119 -1.84413026 -2.3404514 2.478333053 -1.4200441
[5,] 0.358798701 0.9103832 2.71502416 1.6758697 -2.237027020 0.2432557
[6,] 0.590916763 0.2483523 -2.17987679 -1.2272822 1.551617027 0.1205373
[7,] 7.469808356 1.3353296 -0.36362844 0.5064454 -0.001367755 -1.5816357
[8,] 1.335329600 3.7660433 0.78459178 1.2242802 -1.966410217 3.6495855
[9,] -0.363628442 0.7845918 6.64476449 4.3269542 -5.553426163 2.0559183
[10,] 0.506445442 1.2242802 4.32695416 3.0856963 -3.883482188 1.8842331
[11,] -0.001367755 -1.9664102 -5.55342616 -3.8834822 5.186018440 -3.3476286
[12,] -1.581635714 3.6495855 2.05591834 1.8842331 -3.347628566 6.5146938
[13,] -0.726436225 2.2324497 0.08823838 0.9743422 -1.338950480 4.4972679
[14,] 3.036814125 1.2116054 -1.74122194 -0.6139236 0.729288284 1.1779296
[15,] 0.103124185 -0.3660353 -1.34347176 -1.3336700 1.489514469 -1.8424931
[16,] 2.623605015 -0.3983096 1.86780588 1.2180473 -0.991985646 -2.4439069
[17,] 3.215517677 3.2505357 2.69906695 2.5607319 -3.318243149 2.9941185
[18,] -1.893202505 -1.3260934 3.92055588 1.7351714 -2.951841411 1.5781417
[19,] -4.568734985 -2.9963924 -5.07246269 -3.9951570 4.738283363 -1.0233656
[20,] -0.300844865 1.7072918 1.40301576 0.7107684 -1.505443816 1.2521331
[,13] [,14] [,15] [,16] [,17] [,18]
[1,] -1.33041064 -1.97519224 -0.03393561 1.8159014 -0.1480538 0.010701597
[2,] 4.41154672 0.65321707 -2.65687129 -0.8000487 1.4146841 -2.947781306
[3,] 2.92386975 1.20545729 -0.44004706 -3.7933019 -0.3025584 1.455755945
[4,] -1.91685025 -0.88669490 0.92981853 -2.0269403 -4.4069656 3.885715355
[5,] -1.79225287 -1.27934815 0.89445266 1.6391525 1.3315105 1.158229060
[6,] 0.99728178 1.24001477 -0.12340711 -0.9345286 -0.2618671 -1.416318151
[7,] -0.72643622 3.03681412 0.10312419 2.6236050 3.2155177 -1.893202505
[8,] 2.23244974 1.21160545 -0.36603533 -0.3983096 3.2505357 -1.326093441
[9,] 0.08823838 -1.74122194 -1.34347176 1.8678059 2.6990669 3.920555876
[10,] 0.97434221 -0.61392358 -1.33367003 1.2180473 2.5607319 1.735171359
[11,] -1.33895048 0.72928828 1.48951447 -0.9919856 -3.3182431 -2.951841411
[12,] 4.49726794 1.17792965 -1.84249313 -2.4439069 2.9941185 1.578141737
[13,] 6.46951864 1.89116573 -3.51881953 -2.5493892 2.0198679 -1.606507074
[14,] 1.89116573 2.97462728 -0.75937831 -0.7670735 1.5039478 -0.811714284
[15,] -3.51881953 -0.75937831 2.64170327 0.7328503 -1.1756367 -0.010596947
[16,] -2.54938923 -0.76707346 0.73285029 2.8959122 0.9503066 -0.174824326
[17,] 2.01986788 1.50394784 -1.17563669 0.9503066 4.2878915 -0.149801984
[18,] -1.60650707 -0.81171428 -0.01059695 -0.1748243 -0.1498020 7.342627096
[19,] 0.64319167 0.03415299 0.25510453 -3.6468120 -5.0194956 -0.003528435
[20,] -2.11187886 -0.90905266 1.91286320 0.6254062 1.0707149 1.317837060
[,19] [,20]
[1,] -1.936509540 0.06342989
[2,] -0.522801083 -2.01372149
[3,] 3.698157126 0.57996920
[4,] 6.225623154 -0.79195187
[5,] -3.364583144 2.15762781
[6,] 1.491723601 -0.76962869
[7,] -4.568734985 -0.30084486
[8,] -2.996392424 1.70729185
[9,] -5.072462692 1.40301576
[10,] -3.995156986 0.71076836
[11,] 4.738283363 -1.50544382
[12,] -1.023365591 1.25213305
[13,] 0.643191668 -2.11187886
[14,] 0.034152994 -0.90905266
[15,] 0.255104531 1.91286320
[16,] -3.646812038 0.62540624
[17,] -5.019495620 1.07071488
[18,] -0.003528435 1.31783706
[19,] 8.576101846 -2.26791529
[20,] -2.267915286 3.32513598
, , 2
[,1] [,2] [,3] [,4] [,5] [,6]
[1,] 9.6987359 3.9923727 -0.2315783 0.3026180 5.4801702 -3.0238208
[2,] 3.9923727 3.7931672 -0.1035219 -0.8575663 4.7836950 -2.0465555
[3,] -0.2315783 -0.1035219 12.0773996 -2.0507346 2.0552975 6.4100175
[4,] 0.3026180 -0.8575663 -2.0507346 1.3667227 -0.5179042 -1.5068604
[5,] 5.4801702 4.7836950 2.0552975 -0.5179042 8.6824122 -1.1159144
[6,] -3.0238208 -2.0465555 6.4100175 -1.5068604 -1.1159144 7.5917121
[7,] 0.4840630 1.9167546 5.3757119 -1.6502183 3.4818877 2.2301495
[8,] 2.7787013 1.1204779 -0.4423874 0.7331256 0.8576445 -3.9670532
[9,] -3.5560647 -4.7612687 -2.9655476 2.8878459 -3.1863790 2.2027578
[10,] 2.2729954 3.8535592 -1.1898375 -0.4860826 5.2797352 -3.2788718
[11,] -3.2786812 -2.4901536 2.3658634 0.6074890 -2.7307809 0.7107934
[12,] -1.5097028 -0.2336061 -0.3537399 0.8673868 1.5061714 -0.5059144
[13,] -1.3235072 -2.4396155 1.9671003 0.2898915 -2.3819874 3.2166254
[14,] -3.6093028 -1.5030339 -3.2337508 0.5862051 -3.8584915 -2.8385019
[15,] 4.2653104 3.0628211 -1.4144668 -0.1883655 1.7028850 -5.6845936
[16,] -0.5679943 -1.0777570 2.0891299 -0.0990132 -1.0022390 1.8830446
[17,] 5.2962160 1.4359408 3.1313568 0.2245969 4.6205615 2.2403539
[18,] 0.1133549 -0.2749000 0.6935404 0.8440361 1.2937554 -0.1668140
[19,] 8.0788229 4.7941537 -0.5163439 -0.7399572 5.1355214 -3.5660199
[20,] 3.0010035 1.9070081 -6.1641122 -0.1616952 -1.6011026 -5.4085333
[,7] [,8] [,9] [,10] [,11] [,12]
[1,] 0.4840630 2.77870129 -3.5560647 2.27299543 -3.2786812 -1.50970283
[2,] 1.9167546 1.12047788 -4.7612687 3.85355925 -2.4901536 -0.23360613
[3,] 5.3757119 -0.44238742 -2.9655476 -1.18983746 2.3658634 -0.35373987
[4,] -1.6502183 0.73312557 2.8878459 -0.48608263 0.6074890 0.86738675
[5,] 3.4818877 0.85764450 -3.1863790 5.27973522 -2.7307809 1.50617144
[6,] 2.2301495 -3.96705315 2.2027578 -3.27887184 0.7107934 -0.50591436
[7,] 3.8339585 -0.25306845 -3.8272783 1.96057560 -0.1521613 0.19528856
[8,] -0.2530684 3.63909579 -2.6550726 1.41202181 0.8307033 -0.05492467
[9,] -3.8272783 -2.65507262 12.2099112 -4.20696588 1.8463248 2.66368642
[10,] 1.9605756 1.41202181 -4.2069659 5.21989851 -1.8396064 1.23006556
[11,] -0.1521613 0.83070334 1.8463248 -1.83960636 3.4222888 0.91043230
[12,] 0.1952886 -0.05492467 2.6636864 1.23006556 0.9104323 2.39489165
[13,] -0.6407410 -1.47539216 3.5801314 -3.33852810 1.1375667 -0.32298848
[14,] -1.8955274 1.31832970 -0.1855433 -0.27503320 1.9028843 0.26271207
[15,] 0.3359441 4.49355513 -7.0578025 3.18024718 -0.5650648 -1.24590838
[16,] 0.2337000 -0.49849513 0.9766758 -1.60365506 0.8233940 -0.29249083
[17,] 1.3860708 -0.60128848 1.6683949 0.04601831 -1.7731288 0.12403236
[18,] 0.1524857 0.42893303 2.1872606 0.34197429 0.8685511 1.50858409
[19,] 1.3239744 2.74955606 -6.7938989 3.58426393 -3.5003534 -1.91486278
[20,] -2.3408978 2.35619738 -5.1248581 1.32480301 -2.2512005 -2.63821070
[,13] [,14] [,15] [,16] [,17] [,18]
[1,] -1.3235072 -3.6093028 4.2653104 -0.5679943 5.29621596 0.1133549
[2,] -2.4396155 -1.5030339 3.0628211 -1.0777570 1.43594083 -0.2749000
[3,] 1.9671003 -3.2337508 -1.4144668 2.0891299 3.13135677 0.6935404
[4,] 0.2898915 0.5862051 -0.1883655 -0.0990132 0.22459694 0.8440361
[5,] -2.3819874 -3.8584915 1.7028850 -1.0022390 4.62056150 1.2937554
[6,] 3.2166254 -2.8385019 -5.6845936 1.8830446 2.24035386 -0.1668140
[7,] -0.6407410 -1.8955274 0.3359441 0.2337000 1.38607077 0.1524857
[8,] -1.4753922 1.3183297 4.4935551 -0.4984951 -0.60128848 0.4289330
[9,] 3.5801314 -0.1855433 -7.0578025 0.9766758 1.66839495 2.1872606
[10,] -3.3385281 -0.2750332 3.1802472 -1.6036551 0.04601831 0.3419743
[11,] 1.1375667 1.9028843 -0.5650648 0.8233940 -1.77312877 0.8685511
[12,] -0.3229885 0.2627121 -1.2459084 -0.2924908 0.12403236 1.5085841
[13,] 2.5532199 -0.8663158 -3.1623321 1.2562465 1.21830519 0.2340636
[14,] -0.8663158 4.2816901 1.7799790 -0.5314361 -4.96724967 -0.4342409
[15,] -3.1623321 1.7799790 7.3436379 -1.2294407 -1.71582483 -0.7277697
[16,] 1.2562465 -0.5314361 -1.2294407 0.7558475 0.65162565 0.1019345
[17,] 1.2183052 -4.9672497 -1.7158248 0.6516257 6.51518630 1.1748126
[18,] 0.2340636 -0.4342409 -0.7277697 0.1019345 1.17481264 1.3379079
[19,] -2.6185452 -2.2407430 5.6120630 -1.0867325 2.79360537 -0.8364576
[20,] -2.4816194 2.5092530 5.5764570 -1.4506686 -3.07891186 -2.2584859
[,19] [,20]
[1,] 8.0788229 3.0010035
[2,] 4.7941537 1.9070081
[3,] -0.5163439 -6.1641122
[4,] -0.7399572 -0.1616952
[5,] 5.1355214 -1.6011026
[6,] -3.5660199 -5.4085333
[7,] 1.3239744 -2.3408978
[8,] 2.7495561 2.3561974
[9,] -6.7938989 -5.1248581
[10,] 3.5842639 1.3248030
[11,] -3.5003534 -2.2512005
[12,] -1.9148628 -2.6382107
[13,] -2.6185452 -2.4816194
[14,] -2.2407430 2.5092530
[15,] 5.6120630 5.5764570
[16,] -1.0867325 -1.4506686
[17,] 2.7936054 -3.0789119
[18,] -0.8364576 -2.2584859
[19,] 8.2929082 4.6214287
[20,] 4.6214287 8.3067717
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Embedding an R snippet on your website
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.