Score tests: surprisingly annoying
Read OriginalThe article details the author's experience implementing score tests for generalized linear models in the survey package. It challenges the folklore that score tests are computationally easy, explaining the difficulties with design matrix construction, checking for linear dependencies, and handling numerical instability in rank-deficient matrices, especially when models are not symbolically nested.
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