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ImputeLongiCovs (version 0.1.0)

Longitudinal Imputation of Categorical Variables via a Joint Transition Model

Description

Imputation of longitudinal categorical covariates. We use a methodological framework which ensures that the plausibility of transitions is preserved, overfitting and colinearity issues are resolved, and confounders can be utilized. See Mamouris (2023) for an overview.

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Version

Install

install.packages('ImputeLongiCovs')

Monthly Downloads

135

Version

0.1.0

License

GPL-2

Maintainer

Pavlos Mamouris

Last Published

October 6th, 2023

Functions in ImputeLongiCovs (0.1.0)

analyses_data

Analyses Data for imputing categorical covariates
create_probMatrix

create_probMatrix
impute_categorical_covariates

impute_categorical_covariates
initial_data

Initial Data for imputing categorical covariates