mmansolf/TSI: Custom mice Functions for True Score Imputation

Performs true score imputation (TSI) for psychometric variables with measurement error quantified by a reliability estimate (classical test theory) or, more generally, a standard error estimate for each score. Piggybacks on the mice package (van Buuren & Goothuis-Oudshoorn, 2011) by implementing TSI as a custom imputation function, allowing TSI to be combined with multiple imputation for missing data.

Getting started

Package details

AuthorMaxwell Mansolf
MaintainerMaxwell Mansolf <maxwell.mansolf@northwestern.edu>
LicenseEC
Version0.1.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("mmansolf/TSI")
mmansolf/TSI documentation built on Aug. 29, 2023, 2:38 a.m.