dimarAssignPattern: dimarAssignPattern

In kreutz-lab/DIMAR: Data-driven selection of an imputation algorithm in R

dimarAssignPattern

Description

Assigns patterns of MVs to reference data set with a logistic regression model

Usage

dimarAssignPattern(ref, coef, mtx = NULL, npat = NULL)

Arguments

ref	Reference dataset
coef	Logistic regression coefficients of missing value pattern
mtx	Quantitative matrix
npat	Number of patterns

Value

Reference dataset with applied pattern

Examples

mtx <- matrix(rnorm(1000),nrow=100)
mtx[sample(c(1:1000),100)] <- NA
coef <- dimarLearnPattern(mtx)
ref <- dimarConstructReferenceData(mtx)
sim <- dimarAssignPattern(ref, coef, mtx)

kreutz-lab/DIMAR documentation built on Aug. 19, 2024, 11:07 a.m.