RegularizedSCA (version 0.5.4)

pre_process: Standardize the given data matrix per column, over the rows, with multiple imputation for missing data.

Description

Standardize the given data matrix per column, over the rows, with multiple imputation for missing data.

Usage

pre_process(DATA, weight)

Arguments

DATA

A data matrix

weight

Whether the data matrix is weighted. weight = TRUE indicates that the data is weighted. Default is weight = FALSE.

Value

a standardized matrix

Examples

# NOT RUN {
pre_process(matrix(1:12, nrow = 3, ncol = 4))
# }