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Last Updated :2025/05/11
Masahiro Tanaka
Department of Economics／Department of Industrial Economics
Associate professor
Career
■ Career
- Apr. 2022 - Present
Fukuoka University, Faculty of Economics Department of Economics, Associate Professor - Apr. 2021 - Mar. 2022
Kanazawa Seiryo University, Faculty of Economics Department of Economics, Associate Professor - Apr. 2020 - Mar. 2021
Kanto Gakuen University, Faculty of Economics Department of Economics, Lecturer (Fixed-term) - May 2019 - Mar. 2020
Ministry of Internal Affairs and Communications, Office for the Statistics Commission, Director-general for Policy Planning (Statistical Standards), Fixed-term Officer - Feb. 2018 - Apr. 2019
Japan Finance Corporation, Research Institute, Visiting Economist - Apr. 2017 - Jul. 2017
KDDI Search, Inc., Future Design Department, Associate Analyst (Fixed-term) - Apr. 2014 - Mar. 2017
Japan Society for the Promotion of Science, Fellowship (DC1) - Apr. 2014 - Jul. 2014
Tokyo Gakugei University, Faculty of Education, Part-time Lecturer - Apr. 2008 - Jan. 2012
Bank of Japan, Research and Statistics Department etc.
Research activity information
■ Award
■ Social Contribution Activities
- Jul. 2024
2024 6th Asia Conference on Machine Learning and Computing, Excellent Oral Presentation
Generalized Posterior Calibration via Sequential Monte Carlo Sampler
Masahiro Tanaka - Jul. 2024
7th International Conference on Data Science and Its Applications 2024, Best Paper Award
Weighted Particle-Based Optimization for Efficient Generalized Posterior Calibration
Masahiro Tanaka - Feb. 2017
7th Global Business and Social Science Research Conference, Best Paper Award
Measuring Political Budget Cycles: A Bayesian Semiparametric Assessment
Masahiro Tanaka
- Generalized Posterior Calibration via Sequential Monte Carlo Sampler
Masahiro Tanaka
Proceedings of the 2024 6th Asia Conference on Machine Learning and Computing, 05 Mar. 2025, :62 - 68, Refereed
Lead - Delayed Acceptance Markov Chain Monte Carlo for Robust Bayesian Analysis
Masahiro Tanaka
Accepted publication in Springer Proceedings in Mathematics and Statistics (the 2025 8th International Conference on Mathematics and Statistics) [arXiv:2504.11761], Mar. 2025, Refereed
Lead - Quasi-Bayesian Local Projections: Simultaneous Inference and Extension to the Instrumental Variable Method
Masahiro Tanaka
arXiv preprint arXiv:2503.20249, Mar. 2025
Lead - Weighted Particle-Based Optimization for Efficient Generalized Posterior Calibration
Masahiro Tanaka
Proceedings of the 7th International Conference on Data Science and Its Applications 2024, 06 Sep. 2024, :515 - 521, Refereed
Lead - Parameterizations for Gradient-based Markov Chain Monte Carlo on the Stiefel Manifold: A Comparative Study
Masahiro Tanaka
Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning, 29 May 2024, :397 - 402, Refereed
Lead - Bayesian Singular Value Regularization via a Cumulative Shrinkage Process
Masahiro Tanaka
Communications in Statistics - Theory and Methods, Jul. 2022, 51(16):5566 - 5589, Refereed
Lead - Bayesian Matrix Completion Approach to Causal Inference with Panel Data
Masahiro Tanaka
Journal of Statistical Theory and Practice, 06 Apr. 2021, 15(2):Article:49, Refereed
Lead - On the Likelihood of Local Projection Models
Masahiro Tanaka
arXiv preprint, arXiv:2005.12620, 26 May 2020
Lead - Bayesian Inference of Local Projections with Roughness Penalty Priors
Masahiro Tanaka
Computational Economics, Feb. 2020, 55(2):629 - 651, Refereed
Lead - Adaptive MCMC for Generalized Method of Moments with Many Moment Conditions
Masahiro Tanaka
arXiv preprint, arXiv:1811.00722, 02 Nov. 2018
Lead - Measuring Political Budget Cycles: A Bayesian Semiparametric Assessment
Masahiro Tanaka
WINPEC Working Paper No. E1415, Jan. 2015
Lead - 日本の物価変動の背景：事実と論点の整理
西崎健司; 上野陽一; 田中昌宏
日本銀行ワーキングペーパー No. 11-J-9, Dec. 2011
- 文系学生のためのデータサイエンス教育：経済学部における実践と課題
Masahiro Tanaka
統計教育実践研究第15巻（統計数理研究所共同研究リポート466）, Mar. 2023, :147 - 147
Lead - 中小トラック運送業者の生き残り策
楠本敏博; 田中昌宏
日本政策金融公庫日本公庫総研レポート 2019-1号, Mar. 2019 - インバウンドのニーズを探る―「訪日旅行に関するアンケート」から―
竹内英二; 田原宏; 田中昌宏
日本政策金融公庫総合研究所調査月報 1月号, Jan. 2019
- Generalized Posterior Calibration via Sequential Monte Carlo Sampler
Masahiro Tanaka
2024 6th Asia Conference on Machine Learning and Computing, 28 Jul. 2024 - Weighted Particle-Based Optimization for Efficient Generalized Posterior Calibration
Masahiro Tanaka
7th International Conference on Data Science and Its Applications 2024, 11 Jul. 2024 - Generalized Posterior Calibration via Sequential Monte Carlo Sampler
Masahiro Tanaka
2024 International Conference on Computing, Machine Learning and Data Science, 13 Apr. 2024 - Parameterizations for Gradient-based Markov Chain Monte Carlo on the Stiefel Manifold: A Comparative Study
Masahiro Tanaka
2024 3rd Asia Conference on Algorithms, Computing and Machine Learning, 23 Mar. 2024 - Discussion on "Impact of Trade Openness on Output Volatility: Case from the Japanese Manufacturing Industry" by Sangho Kim and Kyuhyong Kim
Masahiro Tanaka
Japan Association for Applied Economics 2023 Spring Meeting, 11 Jun. 2023 - 文系学生のためのデータサイエンス教育：経済学部における実践と課題
Masahiro Tanaka
The 20th Japan Conference on Teaching Statistics and Data Science, 14 Mar. 2023 - Estimating Missing/Counterfactual Figures in Japan's Construction Order Statistics via Multi-output Gaussian Processes
Masahiro Tanaka
Keio University Econometrics Workshop, 11 Jan. 2022 - Bayesian Eigenvalue Regularization via Cumulative Shrinkage Process
Masahiro Tanaka
16th IMT-GT International Conference on Mathematics, Statistics and Their Applications, 23 Nov. 2020 - Adaptive MCMC for Generalized Method of Moments with Many Moment Conditions
Masahiro Tanaka
11th International Statistics Congress, 05 Oct. 2019 - Bayesian Inference of Local Projections with Roughness Penalty Priors
Masahiro Tanaka
Applied Statistics 2018, 24 Sep. 2018 - Measuring Political Budget Cycles: A Bayesian Semiparametric Assessment
Masahiro Tanaka
7th Global Business and Social Science Research Conference, 23 Feb. 2017 - Context-conditional Impact of Fiscal Imbalances on Sovereign Bond Yields: An International Panel VAR
Masahiro Tanaka
Japanese Economic Society 2015 Autumn Meeting, 10 Oct. 2015 - Measuring Political Budget Cycles: A Nonlinear DSGE Approach
Masahiro Tanaka
Japanese Economic Society 2014 Autumn Meeting, 11 Oct. 2014 - Fiscal Policy Uncertainty and the Macroeconomy
Masahiro Tanaka
Niigata Workshop on Public Economics, 08 Jun. 2013
- Econometrics (Graduate)
99 Apr. 2025
Fukuoka University - Seminar in Economics
99 Apr. 2025
Fukuoka University - Macroeconomics
99 Apr. 2025
Fukuoka University - Third- and fourth-year seminar
99 Apr. 2023
Fukuoka University - Econometrics
99 Apr. 2023
Fukuoka University - First-year seminar
99 Apr. 2022
Fukuoka University - Basic Econometrics (Graduate)
99 Apr. 2022
Fukuoka University - Readings in English Literature
99 Apr. 2022
Fukuoka University - Econometric Analysis
99 Apr. 2022
Fukuoka University - Economic Statistics
99 Apr. 2022
Fukuoka University - Microeconomics
20 Apr. 2021
Kanazawa Seiryo University - Research Literacy
20 Apr. 2021
Kanazawa Seiryo University - Statistics
20 Apr. 2021
Kanazawa Seiryo University - First-year seminar
20 Sep. 2021
Kanazawa Seiryo University - Third-year seminar
20 Apr. 2021
Kanazawa Seiryo University - Second-year seminar
20 Apr. 2021
Kanazawa Seiryo University - Applied Econometrics
20 Apr. 2021
Kanazawa Seiryo University - Econometrics (Graduate)
20 Apr. 2021
Kanazawa Seiryo University - Sophomore seminar
20 Apr. 2020
Kanto Gakuen University - Freshman seminar
20 Apr. 2020
Kanto Gakuen University - Financial Economics
20 Apr. 2020
Kanto Gakuen University - Econometrics
20 Apr. 2020
Kanto Gakuen University - Current Economic Issues
20 Apr. 2014
Tokyo Gakugei University
- Oct. 2021 - Present
American Statistical Association - Apr. 2017 - Present
International Society for Bayesian Analysis - Apr. 2017 - Present
Institute of Mathematical Statistics - Apr. 2014 - Mar. 2022
Japan Economic Association
- 深層学習による双方向の因果関係の分析：不均一分散による識別
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Grant-in-Aid for Early-Career Scientists
Fukuoka University
Apr. 2025 - Mar. 2028 - ベイズ的行列補完手法の開発と経済統計への応用
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Grant-in-Aid for Research Activity Start-up
Kanto Gakuen University, Kanazawa Seiryo University, Fukuoka University
Sep. 2020 - Mar. 2025 - 財政金融政策の不確実性とマクロ経済：政治経済学的アプローチ
Japan Society for the Promotion of Science, Grants-in-Aid for Scientific Research, Grant-in-Aid for JSPS Fellows
Waseda University
Apr. 2014 - Mar. 2017
■ Social Contribution Activities
