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Kei Hirose
Kei Hirose
九州大学
Verified email at keihirose.com - Homepage
Title
Cited by
Cited by
Year
Sparse estimation via nonconcave penalized likelihood in factor analysis model
K Hirose, M Yamamoto
Statistics and Computing 25 (5), 863-875, 2015
982015
Estimation of an oblique structure via penalized likelihood factor analysis
K Hirose, M Yamamoto
Computational Statistics & Data Analysis 79, 120-132, 2014
742014
Bayesian information criterion and selection of the number of factors in factor analysis models
K Hirose, S Kawano, S Konishi, M Ichikawa
Journal of Data Science 9 (2), 243-259, 2011
452011
Variable selection via the weighted group lasso for factor analysis models
K Hirose, S Konishi
Canadian Journal of Statistics 40 (2), 345-361, 2012
412012
NNRMLR: A combined method of nearest neighbor regression and multiple linear regression
H Hirose, Y Soejima, K Hirose
2012 IIAI International Conference on Advanced Applied Informatics, 351-356, 2012
352012
Tuning parameter selection in sparse regression modeling
K Hirose, S Tateishi, S Konishi
Computational Statistics & Data Analysis 59, 28-40, 2013
292013
Robust sparse Gaussian graphical modeling
K Hirose, H Fujisawa, J Sese
Journal of Multivariate Analysis 161, 172-190, 2017
242017
Graphical tool of sparse factor analysis
M Yamamoto, K Hirose, H Nagata
Behaviormetrika 44 (1), 229-250, 2017
172017
Sparse and Simple Structure Estimation via Prenet Penalization
K Hirose, Y Terada
Psychometrika, 1-26, 2022
14*2022
Efficient algorithm to select tuning parameters in sparse regression modeling with regularization
K Hirose, S Tateishi, S Konishi
arXiv preprint arXiv:1109.2411, 2011
142011
Interpretable modeling for short-and medium-term electricity demand forecasting
K Hirose
Frontiers in Energy Research 9, 724780, 2021
122021
Robust relative error estimation
K Hirose, H Masuda
Entropy 20 (9), 632, 2018
122018
Full information maximum likelihood estimation in factor analysis with a large number of missing values
K Hirose, S Kim, Y Kano, M Imada, M Yoshida, M Matsuo
Journal of Statistical Computation and Simulation 86 (1), 91-104, 2016
122016
Recent Development in Regression Modeling and L-1 Type Regularization
S Kawano, K Hirose, S Tateishi, S Konishi
Journal of the Japan Statistical Society 39 (2), 211-242, 2010
102010
Sparse factor regression via penalized maximum likelihood estimation
K Hirose, M Imada
Statistical Papers 59 (2), 633-662, 2018
82018
Creating facial animation of characters via MoCap data
K Hirose, T Higuchi
Journal of Applied Statistics 39 (12), 2583-2597, 2012
72012
Readouts for echo-state networks built using locally regularized orthogonal forward regression
J Dolinský, K Hirose, S Konishi
Journal of Applied Statistics 45 (4), 740-762, 2018
62018
Hierarchical clustered multiclass discriminant analysis via cross-validation
K Hirose, K Miura, A Koie
Computational Statistics & Data Analysis 178, 107613, 2023
52023
Imaging ground motions in the Tokyo metropolitan area based on MeSO-net using LASSO
S Mizusako, H Nagao, M Kano, K Hirose, M Hori
AGU Fall Meeting Abstracts 2014, S41E-02, 2014
42014
MHF Preprint Series
K Hirose, S Kawano, S Konishi, M Ichikawa
4*
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Articles 1–20