Impute-matrix-method: Title Impute Gene Expression Matrix

Description Usage Arguments Value Author(s)

Description

Title Impute Gene Expression Matrix

Usage

1
2
## S4 method for signature 'matrix'
Impute(dataset, method = IMPUTE.method.knn, k = 10)

Arguments

dataset

matrix. A gene expression matrix.

method

a character string to specify how to deal with the missing values. It could be "impute" or "remove", which means to impute missing values using nearest neighbor averaging or remove the genes with missing values directly.

k

the number of neighbors to be used in the imputation. The default is 10.

Value

A gene expression matrix with missing value imputed.

Author(s)

Schwannden Kuo


metaOmic/preproc documentation built on April 10, 2018, 1:25 a.m.