Description
Contains an implementation of invariant causal prediction for sequential data. The main function in the package is 'seqICP', which performs linear sequential invariant causal prediction and has guaranteed type I error control. For non-linear dependencies the package also contains a non-linear method 'seqICPnl', which allows to input any regression procedure and performs tests based on a permutation approach that is only approximately correct. In order to test whether an individual set S is invariant the package contains the subroutines 'seqICP.s' and 'seqICPnl.s' corresponding to the respective main methods.
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| 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: ‘Niklas Pfister <pfister@stat.math.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Niklas",
family = "Pfister",
role = c("aut", "cre"),
email = "pfister@stat.math.ethz.ch"),
person(given = "Jonas",
family = "Peters",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Niklas Pfister <pfister@stat.math.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Niklas",
family = "Pfister",
role = c("aut", "cre"),
email = "pfister@stat.math.ethz.ch"),
person(given = "Jonas",
family = "Peters",
role = "aut"))
as necessary.
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
Check History
NOTE 9 OK · 5 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Niklas Pfister <pfister@stat.math.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Niklas",
family = "Pfister",
role = c("aut", "cre"),
email = "pfister@stat.math.ethz.ch"),
person(given = "Jonas",
family = "Peters",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Niklas Pfister <pfister@stat.math.ethz.ch>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = "Niklas",
family = "Pfister",
role = c("aut", "cre"),
email = "pfister@stat.math.ethz.ch"),
person(given = "Jonas",
family = "Peters",
role = "aut"))
as necessary.
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory
LazyData
'LazyData' is specified without a 'data' directory