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Last Updated :2026/09/13
Masahiro Tanaka
Department of Economics／Department of Industrial Economics
Professor
Career
■ Career
- Apr. 2026 - Present
Fukuoka University, Faculty of Economics Department of Economics, Professor - Apr. 2022 - Mar. 2026
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
- Variational Causal Learning for Dynamic Treatment Effects in Time Series Data with an Application to Wholesale Electricity Markets
Masahiro Tanaka
Proceedings of the 2026 IEEE 4th Conference on Information Technology and Data Science (CITDS 2026), 27 Aug. 2026, :393 - 398, Refereed
Lead - Curvature-Calibrated Quasi-Bayesian Updating for Moment-Restricted Models
Masahiro Tanaka
arXi preprint, arXiv:2608.19634, 20 Aug. 2026
Lead - Learning Bidirectional Causal Interactions with Heteroscedastic Neural Networks
Masahiro Tanaka
arXiv preprint, arXiv:2607.22313, 24 Jul. 2026
Lead - A Theory of Bootstrap Coverage Calibration for Generalized Posterior Credible Sets
Masahiro Tanaka
arXiv preprint arXiv:2606.25729, 24 Jun. 2026
Lead - Quasi-Bayesian Local Projection Instrumental-Variables Method: Application to Renewable Energy and Electricity Prices
Masahiro Tanaka
arXiv preprint, arXiv:2605.15966, 18 May 2026
Lead - Delayed Acceptance Markov Chain Monte Carlo for Robust Bayesian Analysis
Masahiro Tanaka
In: Ferreira, D., von Rosen, D., Limnios, N., Ferreira, S. (eds) Mathematics for Industrial Applications. ICoMS 2025. Springer Proceedings in Mathematics & Statistics, vol 537, 01 Apr. 2026, :3 - 12, Refereed
Lead - Modified Delayed Acceptance MCMC for Quasi-Bayesian Inference with Linear Moment Conditions
Masahiro Tanaka
Proceedings of the 2025 15th International Conference on Mathematics, Actuarial Science, Computer Science and Statistics (MACS 2025), Dec. 2025, :1 - 6, Refereed
Lead - Estimating Bidirectional Causal Effects with Large Scale Online Kernel Learning
Masahiro Tanaka
Proceedings of the 2025 International Conference on Data Science and Intelligent Systems (DSIS 2025), Nov. 2025, Article 65:449 - 455, Refereed
Lead - Generalized Posterior Calibration via Sequential Monte Carlo Sampler
Masahiro Tanaka
Proceedings of the 2024 6th Asia Conference on Machine Learning and Computing (ACMLC 2024), 05 Mar. 2025, :62 - 68, Refereed
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 (ICoDSA 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 (CACML 2024), 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
- Variational Causal Learning for Dynamic Treatment Effects in Time Series Data with an Application to Wholesale Electricity Markets
Masahiro Tanaka
2026 IEEE 4th Conference on Information Technology and Data Science (CITDS 2026), 27 Aug. 2026 - Modified Delayed Acceptance MCMC for Quasi-Bayesian Inference with Linear Moment Conditions
Masahiro Tanaka
15th International Conference on Mathematics, Actuarial Science, Computer Science, and Statistics (MACS 2025), 20 Dec. 2025 - Estimating Bidirectional Causal Effects with Large Scale Online Kernel Learning
Masahiro Tanaka
2025 International Conference on Data Science and Intelligent Systems (DSIS 2025), 29 Nov. 2025 - Delayed Acceptance Markov Chain Monte Carlo for Robust Bayesian Analysis
Masahiro Tanaka
2025 8th International Conference on Mathematics and Statistics (ICoMS 2025), 25 Sep. 2025 - Generalized Posterior Calibration via Sequential Monte Carlo Sampler
Masahiro Tanaka
2024 6th Asia Conference on Machine Learning and Computing (ACMLC 2024), 28 Jul. 2024 - Weighted Particle-Based Optimization for Efficient Generalized Posterior Calibration
Masahiro Tanaka
7th International Conference on Data Science and Its Applications 2024 (ICoDSA 2024), 11 Jul. 2024 - Generalized Posterior Calibration via Sequential Monte Carlo Sampler
Masahiro Tanaka
2024 International Conference on Computing, Machine Learning and Data Science (CMLDS 2024), 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 (CACML 2024), 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
- Second-year Seminar
Apr. 2026 - Present
Fukuoka University - Introduction to Information Technology
Apr. 2026 - Present
Fukuoka University - Econometrics (Graduate)
Apr. 2025 - Present
Fukuoka University - Seminar in Economics
Apr. 2025 - Present
Fukuoka University - Econometrics
Apr. 2023 - Present
Fukuoka University - First-year Seminar
Apr. 2022 - Present
Fukuoka University - Readings in English Literature
Apr. 2022 - Present
Fukuoka University - Economic Statistics
Apr. 2022 - Present
Fukuoka University - Information Processing for Economics
Sep. 2026
Fukuoka University - Macroeconomics
Apr. 2025 - Mar. 2026
Fukuoka University - Econometric Analysis
Apr. 2022 - Mar. 2026
Fukuoka University - Third- and Fourth-year Seminar
Apr. 2023 - Mar. 2025
Fukuoka University - Basic Econometrics (Graduate)
Apr. 2022 - Mar. 2024
Fukuoka University - Microeconomics
Apr. 2021 - Mar. 2023
Kanazawa Seiryo University - Research Literacy
Apr. 2021 - Aug. 2022
Kanazawa Seiryo University - Statistics
Apr. 2021 - Aug. 2022
Kanazawa Seiryo University - First-year Seminar
Sep. 2021 - Mar. 2022
Kanazawa Seiryo University - Third-year Seminar
Apr. 2021 - Mar. 2022
Kanazawa Seiryo University - Second-year Seminar
Apr. 2021 - Mar. 2022
Kanazawa Seiryo University - Applied Econometrics
Apr. 2021 - Mar. 2022
Kanazawa Seiryo University - Econometrics (Graduate)
Apr. 2021 - Sep. 2021
Kanazawa Seiryo University - Sophomore Seminar
Apr. 2020 - Mar. 2021
Kanto Gakuen University - Freshman Seminar
Apr. 2020 - Mar. 2021
Kanto Gakuen University - Financial Economics
Apr. 2020 - Mar. 2021
Kanto Gakuen University - Econometrics
Apr. 2020 - Mar. 2021
Kanto Gakuen University - Current Economic Issues
Apr. 2014 - Jul. 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
