Bootstrap inference for weighted nearest neighbors imputation

DOI10.1080/03610918.2019.1702690zbMath1489.62022OpenAlexW2994949172WikidataQ126532385 ScholiaQ126532385MaRDI QIDQ5866125

Shahla Faisal, Christian Heumann

Publication date: 13 June 2022

Published in: Communications in Statistics - Simulation and Computation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/03610918.2019.1702690

zbMATH Keywords

missing valuesbootstrappinglinear regression modelsingle imputationnearest neighbors imputation

Mathematics Subject Classification ID

Linear regression; mixed models (62J05) Sampling theory, sample surveys (62D05) Nonparametric statistical resampling methods (62G09)

Uses Software

• impute

Cites Work

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• Bootstrap methods: another look at the jackknife
• Improved methods for the imputation of missing data by nearest neighbor methods
• Better Bootstrap Confidence Intervals
• Resampling Inference With Complex Survey Data
• Missing Data, Imputation, and the Bootstrap
• Bootstrap for Imputed Survey Data
• Proper and Improper Multiple Imputation
• A Bootstrap Method for Using Imputation Techniques for Data With Missing Values

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