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Research Output

  • 85 Citations
  • 5 h-Index
  • 11 Article
  • 2 Review article
  • 1 Conference contribution
  • 1 Comment/debate
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Article
2018

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

Dolinský, J., Hirose, K. & Konishi, S., Mar 12 2018, In : Journal of Applied Statistics. 45, 4, p. 740-762 23 p.

Research output: Contribution to journalArticle

5 Citations (Scopus)

Robust relative error estimation

Hirose, K. & Masuda, H., Aug 24 2018, In : Entropy. 20, 9, 632.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Sparse factor regression via penalized maximum likelihood estimation

Hirose, K. & Imada, M., Jun 1 2018, In : Statistical Papers. 59, 2, p. 633-662 30 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2017

Graphical tool of sparse factor analysis

Yamamoto, M., Hirose, K. & Nagata, H., Jan 1 2017, In : Behaviormetrika. 44, 1, p. 229-250 22 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)

Robust sparse Gaussian graphical modeling

Hirose, K., Fujisawa, H. & Sese, J., Sep 2017, In : Journal of Multivariate Analysis. 161, p. 172-190 19 p.

Research output: Contribution to journalArticle

4 Citations (Scopus)
2016

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

Hirose, K., Kim, S., Kano, Y., Imada, M., Yoshida, M. & Matsuo, M., Jan 2 2016, In : Journal of Statistical Computation and Simulation. 86, 1, p. 91-104 14 p.

Research output: Contribution to journalArticle

2 Citations (Scopus)
2015

Sparse estimation via nonconcave penalized likelihood in factor analysis model

Hirose, K. & Yamamoto, M., May 28 2015, In : Statistics and Computing. 25, 5, p. 863-875 13 p.

Research output: Contribution to journalArticle

20 Citations (Scopus)
2014

Estimation of an oblique structure via penalized likelihood factor analysis

Hirose, K. & Yamamoto, M., Nov 2014, In : Computational Statistics and Data Analysis. 79, p. 120-132 13 p.

Research output: Contribution to journalArticle

19 Citations (Scopus)
2013

Tuning parameter selection in sparse regression modeling

Hirose, K., Tateishi, S. & Konishi, S., Mar 1 2013, In : Computational Statistics and Data Analysis. 59, 1, p. 28-40 13 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)
2012

Creating facial animation of characters via MoCap data

Hirose, K. & Higuchi, T., Dec 1 2012, In : Journal of Applied Statistics. 39, 12, p. 2583-2597 15 p.

Research output: Contribution to journalArticle

Variable selection via the weighted group lasso for factor analysis models

Hirose, K. & Konishi, S., Jun 1 2012, In : Canadian Journal of Statistics. 40, 2, p. 345-361 17 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)