get_cat_bounds: Get the lower and upper bounds for truncated normal moments...

In udellgroup/mixedgcImp: Missing value imputation for mixed data through Gaussian copula

Get the lower and upper bounds for truncated normal moments calculation at categorical columns

Description

Impute orginal incomplete observation using imputed Z matrix and marginal distribution information drawn from original observation X

Usage

get_cat_bounds(X_cat, mu, cat_index_list, check = FALSE, old = FALSE)

Arguments

X_cat	(incomplete) categorical data matrix
mu	mean vector for categorical
cat_index_list	list indicating the number of levels for each categorical variable
check	Sanity check on the output?
old	Use previous stringent categorical model?

Value

Imputed data matrix

udellgroup/mixedgcImp documentation built on Jan. 25, 2023, 7:55 p.m.