2 papers
stat.ME2026
On the estimation of the median odds ratio for measuring contextual effects in multilevel binary data from complex survey designs
Shafayet Khan Shafee, M. Shafiqur Rahman
In studies with clustered or hierarchical data structures, quantifying between-cluster heterogeneity, referred to as contextual effects, is crucial for valid cluster-level inferenc…
stat.ME2026
Overstuffed sandwiches and separation anxiety: finite-sample variance estimation for penalized GEE with near-separated binary data
Awan Afiaz, M. Shafiqur Rahman
Penalized generalized estimating equations (PGEE) stabilize point estimation for longitudinal binary data under near-separation, but inference still depends on how the sandwich var…