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IsingFit

Fitting Ising Models Using the ELasso Method

v0.4 · Oct 3, 2023 · GPL-2

Description

This network estimation procedure eLasso, which is based on the Ising model, combines l1-regularized logistic regression with model selection based on the Extended Bayesian Information Criterion (EBIC). EBIC is a fit measure that identifies relevant relationships between variables. The resulting network consists of variables as nodes and relevant relationships as edges. Can deal with binary data.

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r-devel-linux-x86_64-debian-clang NOTE
r-devel-linux-x86_64-debian-gcc NOTE
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
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r-release-windows-x86_64 OK
Check details (14 non-OK)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Sacha Epskamp <mail@sachaepskamp.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Claudia",
                      family = "van Borkulo",
                      role = "aut"),
               person(given = c("Sacha", "Epskamp;", "with", "contributions", "from", "Alexander"),
                      family = "Robitzsch",
                      role = "aut"),
               person(given = c("Mihai", "Alexandru"),
                      family = "Constantin",
                      role = "aut"),
               person(given = "Sacha",
                      family = "Epskamp",
                      role = "cre",
                      email = "mail@sachaepskamp.com"))
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Sacha Epskamp <mail@sachaepskamp.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Claudia",
                      family = "van Borkulo",
                      role = "aut"),
               person(given = c("Sacha", "Epskamp;", "with", "contributions", "from", "Alexander"),
                      family = "Robitzsch",
                      role = "aut"),
               person(given = c("Mihai", "Alexandru"),
                      family = "Constantin",
                      role = "aut"),
               person(given = "Sacha",
                      family = "Epskamp",
                      role = "cre",
                      email = "mail@sachaepskamp.com"))
as necessary.
OK r-devel-linux-x86_64-fedora-clang

*


            
OK r-devel-linux-x86_64-fedora-gcc

*


            
OK r-devel-macos-arm64

*


            
OK r-devel-windows-x86_64

*


            
OK r-oldrel-macos-arm64

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OK r-oldrel-macos-x86_64

*


            
OK r-oldrel-windows-x86_64

*


            
OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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OK r-release-macos-arm64

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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: ‘Sacha Epskamp <mail@sachaepskamp.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Claudia",
                      family = "van Borkulo",
                      role = "aut"),
               person(given = c("Sacha", "Epskamp;", "with", "contributions", "from", "Alexander"),
                      family = "Robitzsch",
                      role = "aut"),
               person(given = c("Mihai", "Alexandru"),
                      fami
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Sacha Epskamp <mail@sachaepskamp.com>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: c(person(given = "Claudia",
                      family = "van Borkulo",
                      role = "aut"),
               person(given = c("Sacha", "Epskamp;", "with", "contributions", "from", "Alexander"),
                      family = "Robitzsch",
                      role = "aut"),
               person(given = c("Mihai", "Alexandru"),
                      fami

Reverse Dependencies (4)

suggests

Dependency Network

Dependencies Reverse dependencies qgraph Matrix glmnet NetworkComparisonTest NetworkToolbox bootnet Isinglandr IsingFit

Version History

new 0.4 Mar 10, 2026