Exploring Regression Models for Regression Analysis (3): GEE, GLMM, M-statistics, Robust (sandwich) estimation – 차라투 블로그 #43
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Exploring Regression Models for Regression Analysis (3): GEE, GLMM, M-statistics, Robust (sandwich) estimation – 차라투 블로그
Data가 Independent하지 않고 Clustered되어 있을 때 Regression Analysis를 수행하기 위해 GLM에서 발전된 두 가지 모델 GEE와 GLMM의 개념을 공부하고, M-estimator와 Robust (sandwich) estimation을 통해 지금까지의 Robust한 Covariance Matrix을 generalize하게 살펴봅니다.
https://blog.zarathu.com/posts/2025-02-28-reg3/
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