13 citations · 20 across the 15 of their papers we have counts for
3 papers · 1 filter
General Bayesian quantile regression for counts via generative modeling
Yuta Yamauchi, Genya Kobayashi, Shonosuke Sugasawa
Count data frequently arises in biomedical applications, such as the length of hospital stay. However, their discrete nature poses significant challenges for appropriately modeling…
Bayesian Benchmarking Small Area Estimation via Entropic Tilting
Shonosuke Sugasawa, Genya Kobayashi, Yuki Kawakubo
Benchmarking estimation and its risk evaluation is a practically important issue in small area estimation. While Bayesian methods have been widely adopted in small area estimation,…
Bayesian factor zero-inflated Poisson model for multiple grouped count data
Genya Kobayashi, Yuta Yamauchi
This paper proposes a computationally efficient Bayesian factor model for multiple grouped count data. Adopting the link function approach, the proposed model can capture the assoc…