var_select: Variable selection

In dengkuistat/WaveICA: WaveICA

Description

Variable selection by different statistical analysis.

Usage

 var_select(data,label,t.test=T,Wilcox=T,AUC=T,FDR=T,VIP=T,FC=T,comps=3)

Arguments

data	Sample-by-matrix metabolomics data.
label	group of the samples.
t.test	Whether to conduct t test.
Wilcox	Whether to conduct wilcoxon test.
AUC	Whether to calculate AUC value.
FDR	Whether to calculate FDR value.
VIP	Whether to calculate VIP value through PLS analysis.
FC	Whether to calculate fold change value.
comps	When doing PLS analysis, specify the components, the default is 3.

Value

Data matrix of the results of statistical analysis that you specify.

Author(s)

Kui deng [e-mail]

dengkuistat/WaveICA documentation built on Nov. 6, 2021, 6:21 p.m.