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Extracts coefficients from an existing mvSuSiE fit or fits `fitMvsusie()` from `X` and `Y`.

Usage

mvsusieWeights(
  mvsusieFit = NULL,
  X = NULL,
  Y = NULL,
  priorVariance = NULL,
  residualVariance = NULL,
  L = 30,
  LGreedy = 5,
  verbose = FALSE,
  ...
)

Arguments

mvsusieFit

Optional fitted mvSuSiE object.

X

Genotype matrix. Required when `mvsusieFit` is NULL.

Y

Phenotype matrix. Required when `mvsusieFit` is NULL.

priorVariance

Optional mvSuSiE prior variance list.

residualVariance

Optional residual variance matrix.

L

Maximum number of components.

LGreedy

Initial greedy number of components.

verbose

If TRUE, prints mvSuSiE fitting progress.

...

Additional arguments passed to `fitMvsusie()` when fitting.

Value

Matrix of variant weights.

Examples

# \donttest{
# Requires susieR attached (mvsusieR 0.3.0 packaging limitation).
library(susieR)
data(multiTraitData)
X <- multiTraitData$X[, 1:60]
Y <- multiTraitData$Y
mvsusieWeights(X = X, Y = Y, L = 5, LGreedy = 2)
#> mvsusieFit is not provided; fitting mvSuSiE now ...
#>                                       cond_1 cond_2 cond_3 cond_4 cond_5
#> chr8:27119632_TA_T                         0      0      0      0      0
#> chr8:27119646_A_AG                         0      0      0      0      0
#> chr8:27119646_A_G                          0      0      0      0      0
#> chr8:27119788_C_T                          0      0      0      0      0
#> chr8:27119867_G_T                          0      0      0      0      0
#> chr8:27119961_G_T                          0      0      0      0      0
#> chr8:27120636_C_T                          0      0      0      0      0
#> chr8:27120932_A_G                          0      0      0      0      0
#> chr8:27121290_T_C                          0      0      0      0      0
#> chr8:27121498_C_A                          0      0      0      0      0
#> chr8:27121702_G_A                          0      0      0      0      0
#> chr8:27121936_A_G                          0      0      0      0      0
#> chr8:27122117_CAA_C                        0      0      0      0      0
#> chr8:27122117_CAAA_C                       0      0      0      0      0
#> chr8:27122139_A_C                          0      0      0      0      0
#> chr8:27122351_G_A                          0      0      0      0      0
#> chr8:27123070_G_C                          0      0      0      0      0
#> chr8:27123164_C_T                          0      0      0      0      0
#> chr8:27123274_T_TG                         0      0      0      0      0
#> chr8:27123283_T_TTTTTGTTTTGTTTTG           0      0      0      0      0
#> chr8:27123283_T_TTTTTGTTTTG                0      0      0      0      0
#> chr8:27123283_T_TTTTTGTTTTGTTTTGTTTTG      0      0      0      0      0
#> chr8:27123383_C_T                          0      0      0      0      0
#> chr8:27123630_G_C                          0      0      0      0      0
#> chr8:27123806_T_C                          0      0      0      0      0
#> chr8:27124049_A_G                          0      0      0      0      0
#> chr8:27124126_T_C                          0      0      0      0      0
#> chr8:27124147_C_A                          0      0      0      0      0
#> chr8:27124381_A_G                          0      0      0      0      0
#> chr8:27124644_G_A                          0      0      0      0      0
#> chr8:27124683_C_T                          0      0      0      0      0
#> chr8:27125591_C_G                          0      0      0      0      0
#> chr8:27125730_A_G                          0      0      0      0      0
#> chr8:27125829_T_A                          0      0      0      0      0
#> chr8:27126386_A_G                          0      0      0      0      0
#> chr8:27126486_C_T                          0      0      0      0      0
#> chr8:27127215_T_A                          0      0      0      0      0
#> chr8:27127370_T_C                          0      0      0      0      0
#> chr8:27127374_T_C                          0      0      0      0      0
#> chr8:27127405_T_C                          0      0      0      0      0
#> chr8:27128069_G_A                          0      0      0      0      0
#> chr8:27128102_T_TAAAG                      0      0      0      0      0
#> chr8:27128473_C_G                          0      0      0      0      0
#> chr8:27128733_G_T                          0      0      0      0      0
#> chr8:27129375_G_GA                         0      0      0      0      0
#> chr8:27129602_T_C                          0      0      0      0      0
#> chr8:27129674_A_G                          0      0      0      0      0
#> chr8:27129849_TAAA_T                       0      0      0      0      0
#> chr8:27129864_G_A                          0      0      0      0      0
#> chr8:27129921_C_T                          0      0      0      0      0
#> chr8:27130038_G_A                          0      0      0      0      0
#> chr8:27130250_G_C                          0      0      0      0      0
#> chr8:27130586_G_C                          0      0      0      0      0
#> chr8:27130820_A_T                          0      0      0      0      0
#> chr8:27131153_G_T                          0      0      0      0      0
#> chr8:27131169_T_A                          0      0      0      0      0
#> chr8:27131173_C_T                          0      0      0      0      0
#> chr8:27131449_G_A                          0      0      0      0      0
#> chr8:27131584_G_A                          0      0      0      0      0
#> chr8:27132152_T_C                          0      0      0      0      0
#>                                              cond_6        cond_7
#> chr8:27119632_TA_T                     5.180715e-04  1.826926e-21
#> chr8:27119646_A_AG                    -9.418167e-05 -2.643751e-21
#> chr8:27119646_A_G                     -1.526077e-04  4.434983e-21
#> chr8:27119788_C_T                      2.160531e-05 -1.365110e-22
#> chr8:27119867_G_T                      2.160531e-05 -1.365110e-22
#> chr8:27119961_G_T                      5.346543e-04  2.343178e-21
#> chr8:27120636_C_T                     -9.029812e-05 -2.013491e-21
#> chr8:27120932_A_G                      3.531336e-05  1.247397e-21
#> chr8:27121290_T_C                     -3.242028e-04  2.909755e-22
#> chr8:27121498_C_A                     -3.242028e-04  2.909755e-22
#> chr8:27121702_G_A                      1.089555e-04 -6.736369e-21
#> chr8:27121936_A_G                     -1.526077e-04  4.434983e-21
#> chr8:27122117_CAA_C                   -1.669376e-04  4.613961e-21
#> chr8:27122117_CAAA_C                   5.347964e-06 -7.430836e-23
#> chr8:27122139_A_C                      4.897130e-04 -6.444835e-21
#> chr8:27122351_G_A                     -2.916208e-04 -1.110037e-20
#> chr8:27123070_G_C                     -7.994489e-04  7.374222e-22
#> chr8:27123164_C_T                     -1.978132e-03  2.197239e-20
#> chr8:27123274_T_TG                     5.023109e-04  1.330963e-20
#> chr8:27123283_T_TTTTTGTTTTGTTTTG      -5.610249e-04 -8.769943e-21
#> chr8:27123283_T_TTTTTGTTTTG            2.972137e-05  1.762141e-21
#> chr8:27123283_T_TTTTTGTTTTGTTTTGTTTTG -6.609647e-03  1.184489e-19
#> chr8:27123383_C_T                     -8.612532e-04 -4.220061e-20
#> chr8:27123630_G_C                     -7.510018e-04  1.755359e-20
#> chr8:27123806_T_C                     -8.612532e-04 -4.220061e-20
#> chr8:27124049_A_G                     -8.612532e-04 -4.220061e-20
#> chr8:27124126_T_C                     -9.029812e-05 -2.013491e-21
#> chr8:27124147_C_A                     -8.612532e-04 -4.220061e-20
#> chr8:27124381_A_G                     -7.031334e-06  7.409137e-22
#> chr8:27124644_G_A                     -1.526077e-04  4.434983e-21
#> chr8:27124683_C_T                     -9.029812e-05 -2.013491e-21
#> chr8:27125591_C_G                     -7.031334e-06  7.409137e-22
#> chr8:27125730_A_G                     -2.259705e-05 -1.138763e-21
#> chr8:27125829_T_A                     -2.427355e-06  1.030686e-22
#> chr8:27126386_A_G                     -4.267826e-04 -6.647219e-22
#> chr8:27126486_C_T                     -1.526077e-04  4.434983e-21
#> chr8:27127215_T_A                     -9.099366e-05  2.402780e-21
#> chr8:27127370_T_C                      2.188138e-05  1.352585e-21
#> chr8:27127374_T_C                      2.188138e-05  1.352585e-21
#> chr8:27127405_T_C                     -1.526077e-04  4.434983e-21
#> chr8:27128069_G_A                     -8.612532e-04 -4.220061e-20
#> chr8:27128102_T_TAAAG                 -9.840182e-04  1.412230e-20
#> chr8:27128473_C_G                      3.043701e-04 -1.724206e-21
#> chr8:27128733_G_T                     -9.029812e-05 -2.013491e-21
#> chr8:27129375_G_GA                    -8.612532e-04 -4.220061e-20
#> chr8:27129602_T_C                     -9.452814e-04  8.719400e-22
#> chr8:27129674_A_G                     -8.612532e-04 -4.220061e-20
#> chr8:27129849_TAAA_T                   3.977784e-04  7.241409e-21
#> chr8:27129864_G_A                      2.476848e-04  4.360402e-21
#> chr8:27129921_C_T                      9.236548e-05 -7.308417e-23
#> chr8:27130038_G_A                      3.043701e-04 -1.724206e-21
#> chr8:27130250_G_C                      1.853110e-05  1.753773e-22
#> chr8:27130586_G_C                     -8.612532e-04 -4.220061e-20
#> chr8:27130820_A_T                     -9.099366e-05  2.402780e-21
#> chr8:27131153_G_T                     -1.526077e-04  4.434983e-21
#> chr8:27131169_T_A                      1.853110e-05  1.753773e-22
#> chr8:27131173_C_T                      2.592752e-04  5.447103e-21
#> chr8:27131449_G_A                      1.308575e-05 -8.268100e-23
#> chr8:27131584_G_A                     -8.612532e-04 -4.220061e-20
#> chr8:27132152_T_C                     -9.099366e-05  2.402780e-21
# }