Department of Mathematics, Graduate School of Science, Hiroshima University,
1-7-1, Kagamiyama, Higashi-Hiroshima, Hiroshima 739-8521, JAPAN
Higher order asymptotic theory
Non-regular statistical models
"Robust Bayesian regression with synthetic posterior" (with Shonosuke Sugasawa). Available as arXiv. R-code
I was an invited speaker of the Mathematical Society of Japan Autumn Meeting 2019. The title: "Bayesian inference based on general posterior distributions and their applications".
EAC-ISBA 2019 conference was held at Kobe University in Jul 2019. I was one of the local organizing committee, and oganized the invited session "Recent developments in high-dimensional Bayesian inference". I was also an speaker of the invited session "Innovative Bayesian approaches for high-dimensional variable selection". See also International Society of Bayesian Analysis (ISBA).
The paper "Moment matching priors for non-regular models" is published in Journal of Statistical Planning and Inference (in Apr 2019). web
The paper "Robust Bayesian inference via γ-divergence" with Tomoyuki Nakagawa is published in Communications in Statistics - Theory and Methods (in Jan 2020). web