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fnets

Factor-Adjusted Network Estimation and Forecasting for High-Dimensional Time Series

v0.1.6 · Jan 23, 2024 · GPL (>= 3)

Description

Implements methods for network estimation and forecasting of high-dimensional time series exhibiting strong serial and cross-sectional correlations under a factor-adjusted vector autoregressive model. See Barigozzi, Cho and Owens (2024+) <doi:10.1080/07350015.2023.2257270> for further descriptions of FNETS methodology and Owens, Cho and Barigozzi (2024+) <arXiv:2301.11675> accompanying the R package.

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r-devel-windows-x86_64 OK
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r-oldrel-windows-x86_64 OK
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CRAN incoming feasibility

Maintainer: ‘Haeran Cho <haeran.cho@bristol.ac.uk>’

The Description field contains
  methodology and Owens, Cho and Barigozzi (2024+) <arXiv:2301.11675>
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: ‘Haeran Cho <haeran.cho@bristol.ac.uk>’

The Description field contains
  methodology and Owens, Cho and Barigozzi (2024+) <arXiv:2301.11675>
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
OK r-devel-linux-x86_64-fedora-clang

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OK r-devel-windows-x86_64

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OK r-oldrel-macos-arm64

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OK r-oldrel-macos-x86_64

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OK r-oldrel-windows-x86_64

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OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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Check History

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: ‘Haeran Cho <haeran.cho@bristol.ac.uk>’

The Description field contains
  methodology and Owens, Cho and Barigozzi (2024+) <arXiv:2301.11675>
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: ‘Haeran Cho <haeran.cho@bristol.ac.uk>’

The Description field contains
  methodology and Owens, Cho and Barigozzi (2024+) <arXiv:2301.11675>
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Dependency Network

Dependencies Reverse dependencies lpSolve doParallel foreach MASS fields igraph RColorBrewer fnets

Version History

new 0.1.6 Mar 9, 2026