The estimation ofR2and adjustedR2in incomplete data sets using multiple imputation

DOI10.1080/02664760802553000OpenAlexW2057119701MaRDI QIDQ5123407

Ofer Harel

Publication date: 28 September 2020

Published in: Journal of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/02664760802553000

zbMATH Keywords

incomplete datalinear regressionmultiple imputationcoefficient of determination

Mathematics Subject Classification ID

Statistics (62-XX)

Related Items (2)

Probabilistic-learning-based stochastic surrogate model from small incomplete datasets for nonlinear dynamical systems ⋮ Standardized regression coefficients and newly proposed estimators for \({R}^{{2}}\) in multiply imputed data

Uses Software

• SAS

Cites Work

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• Inferences on missing information under multiple imputation and two-stage multiple imputation
• Posterior distribution for the multiple correlation coefficient with fixed regressors
• Mean and variance of \(R^ 2\) in small and moderate samples
• Multiple Imputation After 18+ Years
• Inference and missing data
• The Coefficient of Determination-Some Limitations
• Model Selection and Multimodel Inference

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