distributeRef: distributeRef

In xinchoubiology/Rcppsva: Rcpp Integration Surrogate Variable Analysis

Description

To calculate the optimal cluster number of our data, we need a reference distribution generation for NULL_DENDROGRAM

Usage

distributeRef(data = NULL, size = 10, by = "R", n = 1000,
  umethod = c("uniform", "bootstrap", "MCMC"), verbose = FALSE,
  mcores = 2, ...)

Arguments

data	data matrix to sampled
size	bootstrap sampling size
by	data will independent by row('R')[Default] or by column
n	restrict sampled data matrix size
umethod	'uniform'(Default). Method for sampling reference null distribution. c('uniform', 'bootstrap')
verbose	FALSE
mcores	parallel threads to be used

Value

list of NULL dendrogram objects

Author(s)

Xin Zhou [e-mail]

xinchoubiology/Rcppsva documentation built on May 4, 2019, 1:06 p.m.