Shuhei Mano - My portal

Profile Information

Affiliation: Professor, Department of Fundamental Statistical Mathematics, The Institute of Statistical Mathematics
: Department of Advanced Studies, Statistical Science Program, The Graduate University for Advanced Studies

Degree: Ph.D.

researchmap Member ID: 5000066968

External link: http://www.ism.ac.jp/~smano/index.html

Research Areas

Research History

Feb, 2024 - Present

Professor, Department of Fundamental Statistical Mathematics, The Institute of Statistical Mathematics
Apr, 2020 - Feb, 2024

Professor, Department of Statistical Inference and Mathematics, The Institute of Statistical Mathematics
Apr, 2010 - Mar, 2020

Associate Professor, Department of Statistical Inference and Mathematics, The Institute of Statistical Mathematics

Presentations

Sampling from probability distributions associated with toric variety via computational algebra

Monash Probability and Statistics Seminar, Jan 11, 2024
A measure-on-graph-valued diffusion: a particle system with collisions and its applications

The 6th Institute of Mathematical Statistics Asia-Pacific Regional Meeting, Jan 5, 2024 Invited
A quasi-linear partial differential equation of the first order appears in estimation and the integration with differential geometry

Shuhei Mano, Masayo Hirose

Mathematical Society of Japan Autumn Meeting 2022, Sep 23, 2023
Sampling problems and hypergeometric functions

10th International Congress on Industrial and Applied Mathematics, Aug 23, 2023
Modeling exchangeable sequence by mixture of mixture and its application

6th International Conference on Econometrics and Statistics, Aug 2, 2023 Invited
Sampling from toric models and hypergeometric functions

Random Structures & Algorithms 2023, Jun 16, 2023
Random probability measures and quantum supremacy demonstraion

Research meeting: Recent developments in Bayesian statistics, Jan 27, 2023 Invited
On a measure-on-graph-valued diffusion

Research meeting: Problems in infinite particle systems and random fields XVII, Jan 21, 2023
A sum formula of GKZ-hypergeometric polynomials with matrices associated with chordal graphs at specific values

Shuhei Mano, Nobuki Takayama

Mathematical Society of Japan Autumn Meeting 2022, Sep 13, 2022
Exchangeable max-infinitly divisible distributions and partition via co-occurrence

Workshop on random partitions of natural numbers, Jun 24, 2022
Max-infinitely divisible processes with exchangeability and their inference

5th International Conference on Econometrics and Statistics, Jun 5, 2022 Invited
Algebraic algorithm for direct sampling from toric models

Algebraic Statistics 2022, May 20, 2022
Non-crossing partitions, free independence, and random matrices

Research meeting of statistics and data science, Dec 18, 2021 Invited
Genji-ko is a clustering: around Bell's number

Public lectures run by 5 mathematical institutes, Nov 6, 2021
A Bayesian construction of asymptotic unbiased estimators

Masayo Y. Hirose, Shuhei Mano

2021 World Meeting of International Society for Bayesian Analysis, Jul 2, 2021
An algorithm for direct sampling from toric models with computational algebra

Bernoulli-IMS One World Symposium 2020, Aug 27, 2020
Spatio-temporal data analysis of long-term change of water quality in Tokyo bay

Shuhei Mano, Nobuhisa Kashiwagi, Haruo Ando

International Conference on Environmental Statistics, Aug 26, 2019
Partitions, Hypergeometric Systems, and Dirichlet Processes in Statistics

Mathematical Society of Japan Autumn Meeting 2018, Sep 26, 2018 Invited
Samplers for non-exchangeable prior processes and hypergeometric system

The 5th Institute of Mathematical Statistics Asia-Pacific Regional Meeting, Jun 27, 2018 Invited
Partition structure and the A-hypergeometric distribution

Current Topics on Algebraic Statistics and Related Fields, Mar 8, 2018

Misc.

グレブナー基底とサンプリング

数理科学特集「グレブナー基底のすすめ」, 729, Mar, 2024
Algebraic algorithm for direct sampling from toric models

Shuhei Mano, Nobuki Takayama

arXiv: 2110.14992, Oct, 2021
Asymptotic bias reduction of maximum likelihood estimates via penalized likelihoods with differential geometry

Masayo Y. Hirose, Shuhei Mano

arXiv: 2011.14747, Nov, 2020
Application of computational algebra to a direct sampler

Nobuki Takayama, Shuhei Mano

RIMS Kôkyûroku, 2138 64-72, 2019

Papers

Asymptotic UMVUE: Asymptotic moments matching the UMVUE under the Ewens sampling formula

Masayo Y. Hirose, Shuhei Mano

Calcutta Statistical Association Bulletin, 75(2) 197-219, Jun, 2023 Peer-reviewed
A measure-on-graph-valued diffusion: A particle system with collisions and its applications

Shuhei Mano

Mathematics, Special Issue Random Combinatorial Structures, 10(21) 4081, Nov 2, 2022 Peer-reviewed
A nonparametric method to assess the significance of events in the search for gravitational waves with false discovery rate

Hirotaka Yuzurihara, Shuhei Mano, Hideyuki Tagoshi

Progress of Theoretical and Experimental Physics, 2021(12) 123F01, Dec 28, 2021 Peer-reviewed
Parameter estimation of generalized beta distributions and its application to a historical tsunami magnitude dataset

Shuhei Mano, Masaaki Sibuya

Pioneering Works on Extreme Value Theory, In Honor of Professor Masaaki Sibuya, 1-26, May, 2021 Peer-reviewed
Bayesian curve fitting for discontinuous functions using an overcomplete system with multiple kernels

Youngseon Lee, Shuhei Mano, Jaeyong Lee

Journal of the Korean Statistical Society, 49(2) 516-536, Jun, 2020 Peer-reviewed
Bayesian approach to discriminant problems for count data with application to multilocus short tandem repeat dataset

Koji Tsukuda, Shuhei Mano, Toshimichi Yamamoto

Statistical Applications in Genetics and Molecular Biology, 19(2), Apr, 2020 Peer-reviewed
Partition structure and the A-hypergeometric distribution associated with the rational normal curve

Shuhei Mano

Electronic Journal of Statistics, 11(2) 4452-4487, Nov, 2017 Peer-reviewed
Extreme sizes in the Gibbs-type exchangeable random partitions

Shuhei Mano

Annals of the Institute of Statistical Mathematics, 69(1) 1-37, Feb, 2017 Peer-reviewed
Unveiling linearly and nonlinearly correlated signals between gravitational wave detectors and environmental monitors

Hirotaka Yuzurihara, Kazuhiro Hayama, Shuhei Mano, Didier Verkindt, Nobuyuki Kanda

Physical Review D, 94(4) 042004, Aug 29, 2016 Peer-reviewed
The star-shaped Λ-coalescent and Fleming-Viot process

Robert C. Griffiths, Shuhei Mano

Stochastic Models, 32(4) 606-631, Jun, 2016 Peer-reviewed
A Bayesian hierarchical method to account for random effects in cytogenetic dosimetry based on calibration curves

Shuhei Mano, Yumiko Suto

Radiation and Environmental Biophysics, 53(4) 775-780, Nov, 2014 Peer-reviewed

Books and Other Publications

Pioneering Works on Extreme Value Theory, In Honor of Professor Masaaki Sibuya

Nobuaki Hoshino, Shuhei Mano, Takaaki Shimura (Role: Joint editor)

Springer, 2021 (ISBN: 9789811607684)
Pioneering Works on Distribution Theory, In Honor of Professor Masaaki Sibuya

Nobuaki Hoshino, Shuhei Mano, Takaaki Shimura (Role: Joint editor)

Springer, 2020 (ISBN: 9789811596636)
Partitions, Hypergeometric Systems, and Dirichlet Processes in Statistics

Shuhei Mano

Springer, 2018 (ISBN: 9784431558880)

Committee Memberships

Apr, 2023 - Present

Associate Editor, Japanese Journal of Statistics and Data Science
Jun, 2020 - Present

Associate Editor, Japanese Journal of Applied Statistics
Jan, 2020 - Present

Associate Editor, Journal of the Korean Statistical Society
Jul, 2015 - Present

Associate Editor, Annals of the Institute of Statistical Mathematics
2000 - Present

Mathematical Reviews Reviewer, American Mathematical Society
Mar, 2018 - Feb, 2019

Regional delegate, Mathematical Society of Japan
Jun, 2015 - Jun, 2017

Trustee for general affairs, Japan Statistical Society

Teaching Experience

Sep, 2020 - Present

Special Lecture on Statistics (Rikkyo University)
Sep, 2016 - Present

Statistical Mathematics (Keio University)
Sep, 2020 - Mar, 2021

Linear Algebra (Waseda University)
Jan, 2020

Computational Mathematics (Kobe University)

Professional Memberships

Research Projects

Direct sampling of discrete random structures with algebraic dependencies

Grants-in-Aid for Scientific Research Grant-in-Aid for Scientific Research (C), Grant-in-Aid for Scientific Research (C), Japan Society for the Promotion of Science, Apr, 2020 - Mar, 2024

Shuhei Mano