bootMbpcaK {mogsa} | R Documentation

## An internal function called by `bootMbpca`.

### Description

An internal function called by `bootMbpca`.

### Usage

    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"))

### Arguments

`data` | A `list` of `matrix` to bootstrap.
`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 `mbpca`.
`method` | passed to `mbpca`.
`k` | passed to `mbpca`.
`center` | passed to `mbpca`.
`scale` | passed to `mbpca`.
`option` | passed to `mbpca`.
`maxiter` | passed to `mbpca`.
`svd.solver` | passed to `mbpca`.

### Value

A matrix of mbpca eigenvalues resulted from bootstrap samples

### Author(s)

Chen Meng

### See Also

`bootMbpca`

[Package mogsa version 1.20.0 Index]