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IALS

Iterative Alternating Least Square Estimation for Large-Dimensional Matrix Factor Model

v0.1.3 · Feb 16, 2024 · GPL-2 | GPL-3

Description

The matrix factor model has drawn growing attention for its advantage in achieving two-directional dimension reduction simultaneously for matrix-structured observations. In contrast to the Principal Component Analysis (PCA)-based methods, we propose a simple Iterative Alternating Least Squares (IALS) algorithm for matrix factor model, see the details in He et al. (2023) <arXiv:2301.00360>.

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Maintainer: ‘Ran Zhao <Zhaoran@mail.sdu.edu.cn>’

The Description field contains
  in He et al. (2023) <arXiv:2301.00360>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Ran Zhao <Zhaoran@mail.sdu.edu.cn>’

The Description field contains
  in He et al. (2023) <arXiv:2301.00360>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Ran Zhao <Zhaoran@mail.sdu.edu.cn>’

The Description field contains
  in He et al. (2023) <arXiv:2301.00360>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Ran Zhao <Zhaoran@mail.sdu.edu.cn>’

The Description field contains
  in He et al. (2023) <arXiv:2301.00360>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Dependency Network

Dependencies Reverse dependencies RSpectra pracma HDMFA IALS

Version History

new 0.1.3 Mar 10, 2026