multiple_impute: Create Multiple Imputations

Description Usage Arguments

View source: R/multiple-impute.r

Description

Create Multiple Imputations

Usage

1
multiple_impute(x, form, impute_model, num_imputes, remove_equivalents, .key)

Arguments

x

a data.frame or matrix.

form

a formula describing the model.

impute_model

the imputation models to apply to the data. Default is list(imput_rf = simputation::impute_rf, imput_mf = simputation::impute_mf)

num_imputes

the number of imputations per model. Default 10.

remove_equivalents

after imputation should redundant imputed data be removed. Default TRUE.

.key

the name of column containing the list of imputed data sets. Default is "data".


presagia-analytics/normalizer documentation built on Dec. 12, 2019, 7:40 a.m.