CompareCausalNetworks
Interface to Diverse Estimation Methods of Causal Networks
Description
Unified interface for the estimation of causal networks, including the methods 'backShift' (from package 'backShift'), 'bivariateANM' (bivariate additive noise model), 'bivariateCAM' (bivariate causal additive model), 'CAM' (causal additive model) (from package 'CAM'; the package is temporarily unavailable on the CRAN repository; formerly available versions can be obtained from the archive), 'hiddenICP' (invariant causal prediction with hidden variables), 'ICP' (invariant causal prediction) (from package 'InvariantCausalPrediction'), 'GES' (greedy equivalence search), 'GIES' (greedy interventional equivalence search), 'LINGAM', 'PC' (PC Algorithm), 'FCI' (fast causal inference), 'RFCI' (really fast causal inference) (all from package 'pcalg') and regression.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| 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 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (5 non-OK)
CRAN incoming feasibility
Maintainer: ‘Christina Heinze-Deml <heinzedeml@stat.math.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Christina",
family = "Heinze-Deml",
role = c("aut", "cre"),
email = "heinzedeml@stat.math.ethz.ch"),
person(given = "Nicolai",
family = "Meinshausen",
role = "aut",
email = "meinshausen@stat.math.ethz.ch"))
as necessary.
Package CITATION file contains call(s) to old-style personList() or
as.personList(). Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
CRAN incoming feasibility
Maintainer: ‘Christina Heinze-Deml <heinzedeml@stat.math.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Christina",
family = "Heinze-Deml",
role = c("aut", "cre"),
email = "heinzedeml@stat.math.ethz.ch"),
person(given = "Nicolai",
family = "Meinshausen",
role = "aut",
email = "meinshausen@stat.math.ethz.ch"))
as necessary.
Package CITATION file contains call(s) to old-style personList() or
as.personList(). Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
package dependencies
Package suggested but not available for checking: ‘CAM’
package dependencies
Package suggested but not available for checking: ‘CAM’
package dependencies
Package suggested but not available for checking: 'CAM'
Check History
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Christina Heinze-Deml <heinzedeml@stat.math.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Christina",
family = "Heinze-Deml",
role = c("
...[truncated]...
.ethz.ch"))
as necessary.
Package CITATION file contains call(s) to old-style personList() or
as.personList(). Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
CRAN incoming feasibility
Maintainer: ‘Christina Heinze-Deml <heinzedeml@stat.math.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Christina",
family = "Heinze-Deml",
role = c("
...[truncated]...
.ethz.ch"))
as necessary.
Package CITATION file contains call(s) to old-style personList() or
as.personList(). Please use c() on person objects instead.
Package CITATION file contains call(s) to old-style citEntry(). Please
use bibentry() instead.
package dependencies
Package suggested but not available for checking: ‘CAM’
package dependencies
Package suggested but not available for checking: ‘CAM’
package dependencies
Package suggested but not available for checking: 'CAM'