bootMbpcaK {mogsa} | R Documentation |
bootMbpca
.
An internal function called by bootMbpca
.
bootMbpcaK(data, replace, B = 100, mc.cores = 1, resample = c("sample", "total", "gene"), ncomp, method, k, center = FALSE, scale = FALSE, option = "uniform", maxiter = 1000, svd.solver = c("svd", "fast.svd", "propack"))
data |
A |
replace |
A logical variable to indicate sampling with or without replacement |
B |
Integer; number of bootstrap. |
mc.cores |
Integer; number of cores used in bootstrap. This value is passed to function mclapply |
resample |
Could be one of "sample", "gene" or "total". "sample" and "gene" means sample-wise and variable-wise resampling, repectively. "total" means total resampling. |
ncomp |
passed to |
method |
passed to |
k |
passed to |
center |
passed to |
scale |
passed to |
option |
passed to |
maxiter |
passed to |
svd.solver |
passed to |
A matrix of mbpca eigenvalues resulted from bootstrap samples
Chen Meng