Rchr
J-GLOBAL ID：200901005803000972
Update date: Feb. 01, 2024
ABE Toshihiro
アベ トシヒロ | ABE Toshihiro
Affiliation and department：
Job title：
Professor
Homepage URL (2)：
https://sites.google.com/site/abetosh/
,
https://sites.google.com/site/abetosh/Abe_English
Research field (3)：
Statistical science
, Applied mathematics and statistics
, Basic mathematics
Research keywords (3)：
Statistical Inference
, 分布論
, 方向統計学
Research theme for competitive and other funds (7)：
- 2020 - 2024 Development of statistical methodology and its applications for directional data utilizing international joint research
- 2019 - 2024 Statistical models for cylindrical data and their applications
- 2018 - 2023 Introduction of general causality to various observations and the innovation for its optimal statistical inference
- 2015 - 2019 Theory for quantile regression inference of time series and its applications
- 2015 - 2018 Theory and applications to the circular data
- 2013 - 2017 Skew-symmetric distributions with natural skewness and their applications to financial engineering
- 2012 - 2015 Theory and application in Directional statistics
Show all
Papers (30)：
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Abe, T., Miyata, Y. & Shiohama, T. Bayesian Estimation for Mode and Anti-Mode Preserving Circular Distributions. Econometrics and Statistics. 2023. 27. 136-160
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Identifiability of asymmetric circular and cylindrical distributions. Sankhya A. 2023. 85. 1431-1451
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Imoto, T. & Abe, T. Simple construction of a toroidal distribution from independent circular distributions. Journal of Multivariate Analysis. 2022. 186. 104799-104799
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Abe, T., Fujisawa, H., Kawashima, T. & Ley, C. EM algorithm using overparameterization for the multivariate skew-normal distribution. Econometrics and Statistics. 2021. 19. 151-168
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Miyata, Y., Shiohama, T. & Abe, T. Estimation of finite mixture models of skew-symmetric circular distributions. Metrika. 2020. 83. 895-922
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MISC (1)：
-
Toshihiro Abe. A Study of Families of Circular Distributions. 2010
Books (2)：
-
Cylindrical distributions and their applications to biological data
Chapman & Hall/CRC Interdisciplinary Statistics 2018
-
t-Distributions on Various Manifolds
2008
Lectures and oral presentations (14)：
-
Normal-wrapped Cauchy type cylindrical distribution
(The 14th International Conference of the ERCIM WG on Computational and Methodological Statistics (CMStatistics 2021) 2021)
-
Cauchy型分布のEMアルゴリズムについて
(2021年度統計関連学会連合大会 2021)
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多変量歪正規分布における最尤推定のためのEMアルゴリズムとそのモメンタム構造
(統計関連学会連合大会 2020)
-
EM algorithm using overparametrization for skew-normal distribution
(Statistical Topological Data Analysis Workshop 2020)
-
A closed form EM algorithm for a multivariate skew-normal model
(多様な分野における統計科学に関する諸問題 2019)
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Education (1)：
- 2006 - 2010 Keio University
Professional career (1)：
- Doctor of Science (Keio Univerisity)
Work history (6)：
Committee career (3)：
- 2022/05 - 現在 Statistical Papers, Springer Associate Editor
- 2021/04 - 現在 日本数学会 運営委員
- 2017/04 - 2017/09 統計関連学会連合大会 実行委員
Association Membership(s) (3)：
THE JAPAN STATISTICAL SOCIETY
, 応用統計学会
, 日本数学会
