Kotaro Sasaki

Penalized likelihood inference for beta-binomial meta-analysis of proportions of rare events

Meta-analyses of proportions often involve sparse event counts and zero-event studies. The beta-binomial model has been used as a flexible random-effects model for pooling overdispersed and rare-event proportions. However, the ordinary maximum likelihood estimator (MLE) may suffer from finite-sample bias when few studi...