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RSquaredMI

R-Squared with Multiply Imputed Data

v0.2.0 · Dec 5, 2024 · AGPL (>= 3)

Description

Provides R-squared values and standardized regression coefficients for linear models applied to multiply imputed datasets as obtained by 'mice'. Confidence intervals, zero-order correlations, and alternative adjusted R-squared estimates are also available. The methods are described in Van Ginkel and Karch (2024) <doi:10.1111/bmsp.12344> and in Van Ginkel (2020) <doi:10.1007/s11336-020-09696-4>.

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Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026

Dependency Network

Dependencies Reverse dependencies altR2 lm.beta matrixStats mice RSquaredMI

Version History

new 0.2.0 Mar 9, 2026