Thomas Lumley • 1/28/2022

Comparing tests for generalised linear models in survey data

This technical article compares model-based tests (score, Wald, likelihood ratio) and Rao-Scott tests for generalized linear models in the context of complex survey data. It discusses the asymptotic properties, Type I error control, and power of these tests, highlighting findings from a research project on how survey design affects test performance and the trade-offs between different testing approaches.

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#Statistical Testing #Survey Data #Generalized Linear Models