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Last Updated :2025/08/02
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 for 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)
Apr. 2025 - Present
Fukuoka University - Seminar in Economics
Apr. 2025 - Present
Fukuoka University - Macroeconomics
Apr. 2025 - Present
Fukuoka University - Third- and fourth-year seminar
Apr. 2023 - Present
Fukuoka University - Econometrics
Apr. 2023 - Present
Fukuoka University - First-year seminar
Apr. 2022 - Present
Fukuoka University - Basic Econometrics (Graduate)
Apr. 2022 - Present
Fukuoka University - Readings in English Literature
Apr. 2022 - Present
Fukuoka University - Econometric Analysis
Apr. 2022 - Present
Fukuoka University - Economic Statistics
Apr. 2022 - Present
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
