Toshio Ohnishi | Last modified date:2024.04.04 |
Professor /
Department of Economic Engineering
Department of Economic Engineering
Faculty of Economics
Department of Economic Engineering
Faculty of Economics
Graduate School
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Homepage
https://kyushu-u.elsevierpure.com/en/persons/toshio-ohnishi
Reseacher Profiling Tool Kyushu University Pure
Phone
092-802-5487
Academic Degree
Doctor of Philosophy
Country of degree conferring institution (Overseas)
No
Field of Specialization
Statistical Science
Total Priod of education and research career in the foreign country
01years06months
Outline Activities
1. An approach to Stein phenomenon in prediction problem from viewpoints of thermodynamics
2. Bayesian inference and statistical decision theory on a basis of shrinkage priors
3. Usage of weak prior information in Bayesian inference: Bayesian likelihood and aggregation of information
4. Bayesian Tweedie generalized linear model
2. Bayesian inference and statistical decision theory on a basis of shrinkage priors
3. Usage of weak prior information in Bayesian inference: Bayesian likelihood and aggregation of information
4. Bayesian Tweedie generalized linear model
Research
Research Interests
- An approach to Stein phenomenon in prediction problem from viewpoints of thermodynamics
keyword : Bayesian prediction, thermodynamics, convex function, Legendre transformation
2020.04~2024.03. - A new development of Bayesian prediction from a viewpoint of thermodynamics
keyword : Bayesian prediction, thermodynamics, convex function, Legendre transformation
2017.04~2020.03. - A new development of Bayesian model averaging from a viewpoint of thermodynamics
keyword : Bayesian model averaging, thermodynamics, convex function, Legendre transformation
2014.04~2016.03. - Bayesian statistics in terms of saddlepoint equalities
keyword : Bayesian statistics, saddlepoint equalities, convex function, Legendre transformation
2011.04~2013.03. - Theoretical research on Bayesian generalized linear model
keyword : Bayesian statistics; generalized linear model
2010.04~2011.03. - Rainfall data analysis using Tweedie generalized linear model
keyword : Tweedie distribution; generalized linear model; rainfall data
2010.04~2011.03. - Linear mixed model based on conjugate location family
keyword : Linear mixed model; location family; conjugacy
2010.04~2011.03.
Papers
Presentations
1. | Toshio Ohnishi, Dual roles of maximizing likelihood and Shannon entropy under alpha-divergence loss, The 4th Eastern Asia Meeting on Bayesian Statistics EAC-ISBA 2019, 2019.07. |
2. | Takemi Yanagimoto, Toshio Ohnishi, Conjugate Analysis under Jeffreys' Prior with its Implications to Likelihood Inference, Pioneering Workshop on Extreme Value and Distribution Theories In Honor of Professor Masaaki Sibuya, 2019.03, [URL]. |
3. | Toshio Ohnishi, Takemi Yanagimoto, Duality between likelihood and entropy in Bayesian model averaging, International Statistical Institute Regional Statistics Conference, Kuala Lumpur, Malaysia, 2014.11. |
4. | Toshio Ohnishi, Duality between maximization of likelihood and Shannon entropy, The 8th Japanese-French Frontiers of Science Symposium, 2014.01. |
5. | Ohnishi Toshio, Yanagimoto Takemi, Peter Dunn, Dual saddlepoint equalities in model averaging and their implication, The 2nd Institute of Mathematical Statistics Asia Pacific Rim Meetings, 2012.07. |
Educational
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