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hmi (version 0.9.16)

imp_cont_single: The function for imputation of continuous variables.

Description

The function is called by the wrapper (hmi). It uses mice with the method "norm".

Usage

imp_cont_single(y_imp, X_imp, pvalue = 0.2, k = Inf)

Arguments

y_imp

A vector with the variable to impute.

X_imp

A data.frame with the fixed effects variables.

pvalue

A numeric between 0 and 1 denoting the threshold of p-values a variable in the imputation model should not exceed. If they do, they are excluded from the imputation model.

k

An integer defining the allowed maximum of levels in a factor covariate.

Value

A n x 1 data.frame with the original and imputed values.