Performance evaluation of imputation methods for missing data in logistic regression model: simulation and application

MaRDI QIDQ6549403

Mohamed R. Abonazel, Salah M. Mohamed, Mohamed G. Ghallab

Publication date: 3 June 2024

Published in: Thailand Statistician (Search for Journal in Brave)

zbMATH Keywords

expectation maximizationK-nearest neighborpredictive mean matchingimputation by random forestsmultivariate imputation by chained equations

Mathematics Subject Classification ID

Statistics (62-XX)

Cites Work

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• Inference and missing data
• Applied Logistic Regression
• On the performance of some biased estimators in the gamma regression model: simulation and applications
• Generalized two-parameter estimators in the multinomial logit regression model: methods, simulation and application

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