tanaka masahiro 田中昌宏

… Alternative Names

Masahiro Tanaka 田中昌宏

Less

Researcher Number	80805242
Other IDs
Affiliation (Current)	2026: 福岡大学, 経済学部, 教授
Affiliation (based on the past Project Information) *help	2022 – 2025: 福岡大学, 経済学部, 准教授 2021: 金沢星稜大学, 経済学部, 准教授 2020: 関東学園大学, 経済学部, 講師
Review Section/Research Field	Principal Investigator Basic Section 60030:Statistical science-related / 0107:Economics, business administration, and related fields
Keywords	Principal Investigator 不均一分散による識別 / 深層学習 / 因果推論 / 計量経済学 / 正則化推定 / 事前分布 / 行列補間 / 経済統計 / 機械学習 / 準ベイズ推計 … More / データサイエンス / 準ベイズ分析 / ベイズ統計学 / 行列補完 Less

Research Projects
(2 results)
Research Products
(14 results)

Analysis of Two-way Causality Using Deep Learning: Identification via HeteroskedasticityPrincipal Investigator
- Principal Investigator
  
  田中昌宏
- Project Period (FY)
  2025 – 2027
- Research Category
  
  Grant-in-Aid for Early-Career Scientists
- Review Section
  
  Basic Section 60030:Statistical science-related
- Research Institution
  Fukuoka University
Development of Bayesian Matrix Completion Methods and Application to Economic StatisticsPrincipal Investigator
- Principal Investigator
  
  Masahiro Tanaka
- Project Period (FY)
  2020 – 2024
- Research Category
  
  Grant-in-Aid for Research Activity Start-up
- Review Section
  
  0107:Economics, business administration, and related fields
- Research Institution
  Fukuoka University
  Kanazawa Seiryo University
  Kanto Gakuen University

All 2024 2023 2022 2021 2020

All Journal Article Presentation

[Journal Article] Parameterizations for Gradient-based Markov Chain Monte Carlo on the Stiefel Manifold: A Comparative Study2024
- Author(s)
  Masahiro Tanaka
- Journal Title
  
  Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning
  
  Volume: - Pages: 397-402
- DOI
  10.1145/3654823.3654895
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K22096
[Journal Article] Generalized Posterior Calibration via Sequential Monte Carlo Sampler2024
- Author(s)
  Masahiro Tanaka
- Journal Title
  
  arXiv preprint, arXiv:2404.16528
  
  Volume: -
- Data Source
  KAKENHI-PROJECT-20K22096
[Journal Article] Weighted Particle-Based Optimization for Efficient Generalized Posterior Calibration2024
- Author(s)
  Masahiro Tanaka
- Journal Title
  
  Proceedings of the 7th International Conference on Data Science and Its Applications 2024
  
  Volume: - Pages: 515-521
- DOI
  10.1109/icodsa62899.2024.10651910
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K22096
[Journal Article] Generalized Posterior Calibration via Sequential Monte Carlo Sampler2024
- Author(s)
  Masahiro Tanaka
- Journal Title
  
  Proceedings of the 2024 6th Asia Conference on Machine Learning and Computing
  
  Volume: - Pages: 62-68
- DOI
  10.1145/3690771.3690786
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K22096
[Journal Article] Bayesian Matrix Completion Approach to Causal Inference with Panel Data2021
- Author(s)
  Tanaka Masahiro
- Journal Title
  
  Journal of Statistical Theory and Practice
  
  Volume: 15 Issue: 2
- DOI
  10.1007/s42519-021-00188-x
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K22096
[Journal Article] Bayesian singular value regularization via a cumulative shrinkage process2021
- Author(s)
  Tanaka Masahiro
- Journal Title
  
  Communications in Statistics - Theory and Methods
  
  Volume: 0 Issue: 16 Pages: 5566-5589
- DOI
  10.1080/03610926.2020.1843055
- Peer Reviewed
- Data Source
  KAKENHI-PROJECT-20K22096
[Presentation] Generalized Posterior Calibration via Sequential Monte Carlo Sampler2024
- Author(s)
  Masahiro Tanaka
- Organizer
  2024 International Conference on Computing, Machine Learning and Data Science
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K22096
[Presentation] Parameterizations for Gradient-based Markov Chain Monte Carlo on the Stiefel Manifold: A Comparative Study2024
- Author(s)
  Masahiro Tanaka
- Organizer
  2024 3rd Asia Conference on Algorithms, Computing and Machine Learning
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K22096
[Presentation] Generalized Posterior Calibration via Sequential Monte Carlo Sampler2024
- Author(s)
  Masahiro Tanaka
- Organizer
  2024 6th Asia Conference on Machine Learning and Computing
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K22096
[Presentation] Weighted Particle-Based Optimization for Efficient Generalized Posterior Calibration2024
- Author(s)
  Masahiro Tanaka
- Organizer
  7th International Conference on Data Science and Its Applications 2024
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K22096
[Presentation] 文系学生のためのデータサイエンス教育：経済学における実践と課題2023
- Author(s)
  田中昌宏
- Organizer
  第20回統計・データサイエンス教育の方法論ワークショップ
- Data Source
  KAKENHI-PROJECT-20K22096
[Presentation] Discussion on "Impact of Trade Openness on Output Volatility: Case from the Japanese Manufacturing Industry" by Sangho Kim and Kyuhyong Kim2023
- Author(s)
  Masahiro Tanaka
- Organizer
  Japan Association for Applied Economics 2023 Spring Meeting
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K22096
[Presentation] Estimating Missing/Counterfactual Figures in Japan’s Construction Order Statistics via Multi-output Gaussian Processes2022
- Author(s)
  田中昌宏
- Organizer
  慶應義塾大学計量経済学ワークショップ
- Data Source
  KAKENHI-PROJECT-20K22096
[Presentation] Bayesian Eigenvalue Regularization via Cumulative Shrinkage Process2020
- Author(s)
  Maashiro Tanaka
- Organizer
  16th IMT-GT International Conference on Mathematics, Statistics and Their Applications
- Int'l Joint Research
- Data Source
  KAKENHI-PROJECT-20K22096

tanaka masahiro 田中 昌宏

Masahiro Tanaka 田中 昌宏

Research Projects

Research Products

Analysis of Two-way Causality Using Deep Learning: Identification via HeteroskedasticityPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

Development of Bayesian Matrix Completion Methods and Application to Economic StatisticsPrincipal Investigator

Principal Investigator

Project Period (FY)

Research Category

Review Section

Research Institution

[Journal Article] Parameterizations for Gradient-based Markov Chain Monte Carlo on the Stiefel Manifold: A Comparative Study2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Generalized Posterior Calibration via Sequential Monte Carlo Sampler2024

Author(s)

Journal Title

Data Source

[Journal Article] Weighted Particle-Based Optimization for Efficient Generalized Posterior Calibration2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Generalized Posterior Calibration via Sequential Monte Carlo Sampler2024

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Bayesian Matrix Completion Approach to Causal Inference with Panel Data2021

Author(s)

Journal Title

DOI

Data Source

[Journal Article] Bayesian singular value regularization via a cumulative shrinkage process2021

Author(s)

Journal Title

DOI

Data Source

[Presentation] Generalized Posterior Calibration via Sequential Monte Carlo Sampler2024

Author(s)

Organizer

Data Source

[Presentation] Parameterizations for Gradient-based Markov Chain Monte Carlo on the Stiefel Manifold: A Comparative Study2024

Author(s)

Organizer

Data Source

[Presentation] Generalized Posterior Calibration via Sequential Monte Carlo Sampler2024

Author(s)

Organizer

Data Source

[Presentation] Weighted Particle-Based Optimization for Efficient Generalized Posterior Calibration2024

Author(s)

Organizer

Data Source

[Presentation] 文系学生のためのデータサイエンス教育：経済学における実践と課題2023

Author(s)

Organizer

Data Source

[Presentation] Discussion on "Impact of Trade Openness on Output Volatility: Case from the Japanese Manufacturing Industry" by Sangho Kim and Kyuhyong Kim2023

Author(s)

Organizer

Data Source

[Presentation] Estimating Missing/Counterfactual Figures in Japan’s Construction Order Statistics via Multi-output Gaussian Processes2022

Author(s)

Organizer

Data Source

[Presentation] Bayesian Eigenvalue Regularization via Cumulative Shrinkage Process2020

Author(s)

Organizer

Data Source

tanaka masahiro 田中昌宏

Masahiro Tanaka 田中昌宏