Toshihiro Hirano - My portal - researchmap

Profile Information

Affiliation: College of Economics Department of Economics, Kanto Gakuin University

Degree: Ph.D. (Policy and Planning Sciences)(University of Tsukuba)

Researcher number: 10816010
ORCID ID: https://orcid.org/0000-0002-5243-0454
J-GLOBAL ID: 202001016156509620
researchmap Member ID: R000013573

Research Interests

1

Spatial Statistics

Research Areas

2

Research History

5

Apr, 2021 - Present

Associate Professor, College of Economics, Kanto Gakuin University
Apr, 2017 - Mar, 2021

Assistant Professor, College of Economics, Kanto Gakuin University
Nov, 2018 - Feb, 2019

Lecturer (part-time), Tokyo Institute of Technology
Apr, 2014 - Mar, 2017

NEC Research Japan
Apr, 2009 - Mar, 2012

Research Fellow-DC1, Japan Society for the Promotion of Science

Education

4

Apr, 2017 - Mar, 2018

Department of Policy and Planning Sciences, Graduate School of Systems and Information Engineering, University of Tsukuba
Apr, 2009 - Mar, 2014

Division of Economics, Graduate School, The University of Tokyo
Apr, 2007 - Mar, 2009

Division of Economics, Graduate School, The University of Tokyo
Apr, 2003 - Mar, 2007

Department of Industrial Engineering and Management, Tokyo Institute of Technology

Committee Memberships

1

Apr, 2016 - Mar, 2019

会誌編集委員, 情報処理学会

Awards

3

Apr, 2017

Best presentation award, Mathematical Modeling and Problem Solving
Sep, 2015

Ogawa Prize, The Japan Statistical Society
Sep, 2012

Presentation award, competition session in the Japanese Joint Statistical Meeting 2012

Papers

10

Multi-resolution filters via linear projection for large spatio-temporal datasets

Hirano, T, Ishihara, T

arXiv, 2024 Lead authorCorresponding author
Asymptotic efficiency for best linear unbiased predictor by covariance tapering in non-Gaussian random fields (in Japanese)

Toshihiro Hirano

Kanto Gakuin Journal of Economics and Management, 285 38-46, 2022 Peer-reviewedLead author
A multi-resolution approximation via linear projection for large spatial datasets

Hirano, T

Japanese Journal of Statistics and Data Science, 4 215-256, 2021 Peer-reviewedLead author
Efficient Bayesian tensor completion for multivariate spatio-temporal data

Hirano, T

Kanto Gakuin Journal of Economics and Management, 279 60-69, 2020 Peer-reviewedLead author
Stable and Energy Efficient Operation in a Large-scale Water Distribution Network

Hirano, T, Ashida, Y, Yu, L, Izukura, S, Nishioka, I, Fujimaki, R

IPSJ Transactions on Mathematical Modeling and Its Applications, 10(2) 1-10, 2017 Peer-reviewedLead author
Modified linear projection for large spatial data sets

Hirano, T

Communications in Statistics - Simulation and Computation, 46 870-889, 2017 Peer-reviewedLead author
Pseudo Best Estimator by a Separable Approximation of Spatial Covariance Structures

Hirano Toshihiro

Journal of the Japan Statistical Society, 44(1) 43-71, 2014 Peer-reviewedLead author
Covariance tapering for prediction of large spatial data sets in transformed random fields

Annals of the Institute of Statistical Mathematics, 65(5) 913-939, 2013 Peer-reviewedLead author
Statistical Analysis of Large Spatio-temporal Data Sets

Yajima, Y, Hirano, T

Proceedings of the Institute of Statistical Mathematics, 60(1) 57-71, 2012 Peer-reviewed
Robust Parameter Design with Covariate of Noise Factor

Hirano, T, Miyakawa, M

Journal of the Japanese Society for Quality Control, 37(4) 385-391, 2007 Peer-reviewedLead author

Books and Other Publications

1

Geostatistics and Gaussian process models

Murakami, D, Yamagata, Y, Hirano, T (Role: Contributor, Chapter 4 (p.57-112) in Y. Yamagata and H. Seya (Eds.), Spatial Analysis Using Big Data: Methods and Urban Applications.)

Academic Press, 2020

Teaching Experience

8

Professional Memberships

3

Research Projects

3

大規模時空間データに対する多重構造を用いた高速統計解析手法の開発

科学研究費助成事業, 基盤研究(C), 日本学術振興会, 2024 - 2026

平野敏弘
時間情報を持つ大規模空間データのための高速統計解析

科学研究費助成事業若手研究, 日本学術振興会, 2021 - 2023

平野敏弘
大規模空間データに対する効率的統計解析について

科学研究費助成事業若手研究, 日本学術振興会, 2018 - 2020

平野敏弘