2 papers
stat.ME2026
Focused median bias reduction
Davide Benussi, Ioannis Kosmidis, Alessandra Salvan +1
Median bias reduction of maximum likelihood estimators can substantially improve estimation and inference. Existing generally applicable methods are, however, typically implicit, r…
stat.ME2025
Extended-support beta regression for responses
Ioannis Kosmidis, Achim Zeileis
We introduce the XBX regression model, a continuous mixture of extended-support beta regressions for modelling bounded responses with boundary observations. The core building block…