廣瀬慧 (Kei Hirose) - 論文

ランダムでない欠測を含む時系列モデリング

馬場由羽貴, 廣瀬慧

日本統計学会誌 53(2) 275-296 2024年2月査読有り最終著者

Fast same-step forecast in SUTSE model and its theoretical properties

Wataru Yoshida, Kei Hirose

Computational Statistics and Data Analysis 190 2024年2月

Sparse and Simple Structure Estimation via Prenet Penalization

Kei Hirose, Yoshikazu Terada

Psychometrika 88(4) 1381-1406 2023年12月

Hierarchical clustered multiclass discriminant analysis via cross-validation

Kei Hirose, Kanta Miura, Atori Koie

Computational Statistics and Data Analysis 178 2023年2月

Sparse multivariate regression with missing values and its application to the prediction of material properties

Keisuke Teramoto, Kei Hirose

INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING 123(2) 530-546 2022年1月

Interpretable Modeling for Short- and Medium-Term Electricity Demand Forecasting

Kei Hirose

FRONTIERS IN ENERGY RESEARCH 9 2021年12月

Relationship between gene regulation network structure and prediction accuracy in high dimensional regression

Yuichi Okinaga, Daisuke Kyogoku, Satoshi Kondo, Atsushi J. Nagano, Kei Hirose

SCIENTIFIC REPORTS 11(1) 2021年6月

Event Effects Estimation on Electricity Demand Forecasting

Kei Hirose, Keigo Wada, Maiya Hori, Rin-ichiro Taniguchi

ENERGIES 13(21) 2020年11月

L1正則化法に基づく因子分析および構造方程式モデリングの最近の展開

廣瀬慧

計算機統計学会 2020年6月査読有り招待有り

Robust relative error estimation

Kei Hirose, Hiroki Masuda

Entropy 20(9) 632-632 2018年8月査読有り

Sparse factor regression via penalized maximum likelihood estimation.

Hirose, K. and Imada, M.

Statistical Papers 633-662 2018年5月査読有り

Readouts for echo-state networks built using locally regularized orthogonal forward regression

Ján Dolinský, Kei Hirose, Sadanori Konishi

Journal of Applied Statistics 45(4) 740-762 2018年3月査読有り

Robust sparse Gaussian graphical modeling

Kei Hirose, Hironori Fujisawa, Jun Sese

Journal of Multivariate Analysis 161 172-190 2017年9月査読有り

An Interpersonal Sentiment Quantification method applied to Work Relationship Prediction

Imada, M., Hirose, K., Yoshida, M., Sunyong, K., Toyozumi, N. …

NTT Technical Review 15(3) 2017年3月査読有り

Graphical tool of sparse factor analysis

Yamamoto, M., Hirose, K., Nagata, H.

Behaviormetrika 2017年1月査読有り招待有り

Sparse modeling and model selection

Kei Hirose

Journal of the Institute of Electronics, Information and Communication Engineers 99(5) 392-399 2016年5月査読有り

Full information maximum likelihood estimation in factor analysis with a large number of missing values

Kei Hirose, Sunyong Kim, Yutaka Kano, Miyuki Imada, Manabu Yoshida, Masato Matsuo

JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION 86(1) 91-104 2016年1月

Sparse estimation via nonconcave penalized likelihood in factor analysis model

Kei Hirose, Michio Yamamoto

STATISTICS AND COMPUTING 25(5) 863-875 2015年9月

ESTIMATING SCALE-FREE NETWORKS VIA THE EXPONENTIATION OF MINIMAX CONCAVE PENALTY

Kei Hirose, Yukihiro Ogura, Hidetoshi Shimodaira

JOURNAL JAPANESE SOCIETY OF COMPUTATIONAL STATISTICS 28(1) 139-154 2015年

Estimation of an oblique structure via penalized likelihood factor analysis

Kei Hirose, Michio Yamamoto

COMPUTATIONAL STATISTICS & DATA ANALYSIS 79 120-132 2014年11月

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