Multiple Imputation Articles

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1/6/2023 • EN

Linkage and multiple imputation

Explores the intersection of multiple imputation and probabilistic record linkage, proposing a method to sample link sets for robust statistical analysis.

Bayesian Inference Data Science Multiple Imputation Record Linkage Statistical Modeling

Thomas Lumley

4/21/2019 • EN

Handling ‘plausible values’ in surveys

A technical guide on handling 'plausible values' in survey data analysis using R, including code for the survey package.

Multiple Imputation Plausible Values R Statistical Analysis Survey Data

Thomas Lumley

12/20/2015 • EN

Case-control estimation is more complicated than you think

Explores the complexities and efficiency trade-offs between weighted and unweighted logistic regression in case-control study designs.

Case Control Study Logistic Regression Maximum Likelihood Multiple Imputation Statistical Analysis

Thomas Lumley

Multiple Imputation Articles

Linkage and multiple imputation

Handling ‘plausible values’ in surveys

Case-control estimation is more complicated than you think

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