Description
An implementation of intervention effect estimation for DAGs (directed acyclic graphs) learned from binary or continuous data. First, parameters are estimated or sampled for the DAG and then interventions on each node (variable) are propagated through the network (do-calculus). Both exact computation (for continuous data or for binary data up to around 20 variables) and Monte Carlo schemes (for larger binary networks) are implemented.
Downloads
CRAN
267
Last 30 days
15565th
694
Last 90 days
2.8K
Last year
Trend: +40.5% (30d vs prior 30d)
r2u
CRAN
37
Last 30 days
110
Last 90 days
440
Last year
Trend: -15.9% (30d vs prior 30d)
CRAN Check Status
4
NOTE
9
OK
Show all 13 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 | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| 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 |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (4 non-OK)
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Jack Kuipers <jack.kuipers@bsse.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Jack",
family = "Kuipers",
role = c("aut", "cre"),
email = "jack.kuipers@bsse.ethz.ch"),
person(given = "Giusi",
family = "Moffa",
role = "aut"))
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Jack Kuipers <jack.kuipers@bsse.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Jack",
family = "Kuipers",
role = c("aut", "cre"),
email = "jack.kuipers@bsse.ethz.ch"),
person(given = "Giusi",
family = "Moffa",
role = "aut"))
as necessary.
NOTE
r-devel-linux-x86_64-fedora-clang
dependencies in R code
Namespace in Imports field not imported from: ‘BiDAG’ All declared Imports should be used.
NOTE
r-devel-linux-x86_64-fedora-gcc
dependencies in R code
Namespace in Imports field not imported from: ‘BiDAG’ All declared Imports should be used.
Check History
NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Jack Kuipers <jack.kuipers@bsse.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Jack",
family = "Kuipers",
role = c("aut", "cre"),
email = "jack.kuipers@bsse.ethz.ch"),
person(given = "Giusi",
family = "Moffa",
role = "aut"))
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Jack Kuipers <jack.kuipers@bsse.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Jack",
family = "Kuipers",
role = c("aut", "cre"),
email = "jack.kuipers@bsse.ethz.ch"),
person(given = "Giusi",
family = "Moffa",
role = "aut"))
as necessary.
NOTE
r-devel-linux-x86_64-fedora-clang
dependencies in R code
Namespace in Imports field not imported from: ‘BiDAG’ All declared Imports should be used.
NOTE
r-devel-linux-x86_64-fedora-gcc
dependencies in R code
Namespace in Imports field not imported from: ‘BiDAG’ All declared Imports should be used.
ERROR 9 OK · 4 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Jack Kuipers <jack.kuipers@bsse.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Jack",
family = "Kuipers",
role = c("aut", "cre"),
email = "jack.kuipers@bsse.ethz.ch"),
person(given = "Giusi",
family = "Moffa",
role = "aut"))
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Jack Kuipers <jack.kuipers@bsse.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Jack",
family = "Kuipers",
role = c("aut", "cre"),
email = "jack.kuipers@bsse.ethz.ch"),
person(given = "Giusi",
family = "Moffa",
role = "aut"))
as necessary.
NOTE
r-devel-linux-x86_64-fedora-clang
dependencies in R code
Namespace in Imports field not imported from: ‘BiDAG’ All declared Imports should be used.
NOTE
r-devel-linux-x86_64-fedora-gcc
dependencies in R code
Namespace in Imports field not imported from: ‘BiDAG’ All declared Imports should be used.
ERROR
r-devel-windows-x86_64
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.6/Bestie.Rcheck/00install.out' for details.
NOTE 10 OK · 4 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Jack Kuipers <jack.kuipers@bsse.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Jack",
family = "Kuipers",
role = c("aut", "cre"),
email = "jack.kuipers@bsse.ethz.ch"),
person(given = "Giusi",
family = "Moffa",
role = "aut"))
as necessary.
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Jack Kuipers <jack.kuipers@bsse.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Jack",
family = "Kuipers",
role = c("aut", "cre"),
email = "jack.kuipers@bsse.ethz.ch"),
person(given = "Giusi",
family = "Moffa",
role = "aut"))
as necessary.
NOTE
r-devel-linux-x86_64-fedora-clang
dependencies in R code
Namespace in Imports field not imported from: ‘BiDAG’ All declared Imports should be used.
NOTE
r-devel-linux-x86_64-fedora-gcc
dependencies in R code
Namespace in Imports field not imported from: ‘BiDAG’ All declared Imports should be used.