Goodness‐of‐fit Tests for GEE with Correlated Binary Data

By Wei Pan. 2002

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Consistent model selection and data‐driven smooth tests for longitudinal data in the estimating equations approach (2009, methodology): “We compare, via numerical simulations, the BIQIF with several alternative methods: the AIC and BIC procedures based on the full likelihood; the Z-test procedure; and the QIC procedure of Pan (2001). To reduce the computational burden, we use the true correlation matrix for computing AIC, BIC, and th”
Inference Functions and Quadratic Score Tests (2003, methodology): “Noncentrality parameters for local alternatives are given in Newey and West (1987) and Qu, Lindsay and Li (2000). These latter are important for power and sample size calculations.”
Robust Estimation in Generalized Partial Linear Models for Clustered Data (2005, methodology): “The responses yij are generated using a procedure of Pan (2002) such that the correlation within each cluster is ρ12 = ρ23 = .”
GEE analysis of clustered binary data with diverging number of covariates (2011, background): “The derivation can be found in Pan (2002).”