A comparison of different measures of the proportion of explained variance in multiply imputed data sets

DOI10.1111/bmsp.12344MaRDI QIDQ6669009

Julian D. Karch, Joost R. van Ginkel

Publication date: 22 January 2025

Published in: British Journal of Mathematical \& Statistical Psychology (Search for Journal in Brave)

zbMATH Keywords

Monte Carlo simulationmissing datamultiple imputationmultiple linear regressionproportion of explained variance

Mathematics Subject Classification ID

Applications of statistics to psychology (62P15)

Cites Work

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• Standardized regression coefficients and newly proposed estimators for \({R}^{{2}}\) in multiply imputed data
• Fully conditional specification in multivariate imputation
• The estimation ofR²and adjustedR²in incomplete data sets using multiple imputation
• The general sampling distribution of the multiple correlation coefficient.

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