田中 昌宏

Quasi-Bayesian Local Projection Instrumental-Variables Method: Application to Renewable Energy and Electricity Prices 

arXiv preprint, arXiv:2605.15966 2026年5月18日  筆頭著者責任著者

Delayed Acceptance Markov Chain Monte Carlo for Robust Bayesian Analysis 

In: Ferreira, D., von Rosen, D., Limnios, N., Ferreira, S. (eds) Mathematics for Industrial Applications. ICoMS 2025. Springer Proceedings in Mathematics & Statistics, vol 537 3-12 2026年5月5日  査読有り筆頭著者責任著者

Modified Delayed Acceptance MCMC for Quasi-Bayesian Inference with Linear Moment Conditions 

Proceedings of the 15th International Conference on Mathematics, Actuarial Science, Computer Science and Statistics (MACS 2025) (Accepted) [arXiv:2511.17117] 2025年11月  査読有り筆頭著者責任著者

Estimating Bidirectional Causal Effects with Large Scale Online Kernel Learning 

Proceedings of the 2025 International Conference on Data Science and Intelligent Systems (DSIS 2025) Article 65 449-455 2025年11月  査読有り筆頭著者責任著者

Generalized Posterior Calibration via Sequential Monte Carlo Sampler 

Proceedings of the 2024 6th Asia Conference on Machine Learning and Computing (ACMLC 2024) 62-68 2025年3月5日  査読有り筆頭著者責任著者

Weighted Particle-Based Optimization for Efficient Generalized Posterior Calibration 

Proceedings of the 7th International Conference on Data Science and Its Applications 2024 (ICoDSA 2024)) 515-521 2024年9月6日  査読有り筆頭著者責任著者

Parameterizations for Gradient-based Markov Chain Monte Carlo on the Stiefel Manifold: A Comparative Study 

Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning (CACML 2024) 397-402 2024年5月29日  査読有り筆頭著者責任著者

Bayesian Singular Value Regularization via a Cumulative Shrinkage Process 

Communications in Statistics - Theory and Methods 51(16) 5566-5589 2022年7月  査読有り筆頭著者責任著者

Bayesian Matrix Completion Approach to Causal Inference with Panel Data 

Journal of Statistical Theory and Practice 15(2) Article:49 2021年4月6日  査読有り筆頭著者責任著者

On the Likelihood of Local Projection Models 

arXiv preprint, arXiv:2005.12620 2020年5月26日  筆頭著者責任著者

Bayesian Inference of Local Projections with Roughness Penalty Priors 

Computational Economics 55(2) 629-651 2020年2月  査読有り筆頭著者責任著者

Adaptive MCMC for Generalized Method of Moments with Many Moment Conditions 

arXiv preprint, arXiv:1811.00722 2018年11月2日  筆頭著者責任著者

Measuring Political Budget Cycles: A Bayesian Semiparametric Assessment 

WINPEC Working Paper No. E1415 2015年1月  筆頭著者責任著者