Sampling Design Articles

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5/21/2024 • EN

Crossvalidation in complex survey data

Explores experimental cross-validation methods for complex survey data using replicate-weight decompositions to respect sampling structure.

Cross Validation R Programming Sampling Design Statistical Modeling Survey Data

Thomas Lumley

7/22/2021 • EN

Subsets and subpopulations in survey inference

Explains the correct and incorrect methods for analyzing subsets in survey data, focusing on statistical inference and standard error calculations.

R Programming Sampling Design Statistical Inference Survey Analysis Svydesign

Thomas Lumley

1/27/2017 • EN

Case-control sampling and pseudo-Rsquareds

Explores defining and computing design-based pseudo-R-squared statistics for logistic regression models under complex survey sampling, like case-control designs.

Case Control Study Logistic Regression Pseudo R Squared Sampling Design statistics

Thomas Lumley

Sampling Design Articles

Crossvalidation in complex survey data

Subsets and subpopulations in survey inference

Case-control sampling and pseudo-Rsquareds

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