Description
A toolkit for stratified medicine, subgroup identification, and precision medicine. Current tools include (1) filtering models (reduce covariate space), (2) patient-level estimate models (counterfactual patient-level quantities, such as the conditional average treatment effect), (3) subgroup identification models (find subsets of patients with similar treatment effects), and (4) treatment effect estimation and inference (for the overall population and discovered subgroups). These tools can be customized and are directly used in PRISM (patient response identifiers for stratified medicine; Jemielita and Mehrotra 2019 <arXiv:1912.03337>. This package is in beta and will be continually updated.
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CRAN Check Status
11
NOTE
3
OK
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 | NOTE |
| r-devel-linux-x86_64-fedora-gcc | NOTE |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | NOTE |
| r-oldrel-macos-arm64 | NOTE |
| r-oldrel-macos-x86_64 | NOTE |
| r-oldrel-windows-x86_64 | NOTE |
| r-patched-linux-x86_64 | NOTE |
| r-release-linux-x86_64 | NOTE |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | NOTE |
Check details (17 non-OK)
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Thomas Jemielita <thomasjemielita@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Thomas",
family = "Jemielita",
role = c("aut", "cre"),
email = "thomasjemielita@gmail.com")
as necessary.
The Description field contains
2019 <arXiv:1912.03337>. This package is in beta and will be
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE
r-devel-linux-x86_64-debian-clang
R code for possible problems
plot_ple: no visible binding for global variable ‘id’ plot_tree: no visible binding for global variable ‘id’ Undefined global functions or variables: id
NOTE
r-devel-linux-x86_64-debian-gcc
CRAN incoming feasibility
Maintainer: ‘Thomas Jemielita <thomasjemielita@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Thomas",
family = "Jemielita",
role = c("aut", "cre"),
email = "thomasjemielita@gmail.com")
as necessary.
The Description field contains
2019 <arXiv:1912.03337>. This package is in beta and will be
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE
r-devel-linux-x86_64-debian-gcc
R code for possible problems
plot_ple: no visible binding for global variable ‘id’ plot_tree: no visible binding for global variable ‘id’ Undefined global functions or variables: id
NOTE
r-devel-linux-x86_64-fedora-clang
R code for possible problems
plot_ple: no visible binding for global variable ‘id’ plot_tree: no visible binding for global variable ‘id’ Undefined global functions or variables: id
NOTE
r-devel-linux-x86_64-fedora-gcc
R code for possible problems
plot_ple: no visible binding for global variable ‘id’ plot_tree: no visible binding for global variable ‘id’ Undefined global functions or variables: id
OK
r-devel-macos-arm64
*
NOTE
r-devel-windows-x86_64
R code for possible problems
plot_ple: no visible binding for global variable 'id' plot_tree: no visible binding for global variable 'id' Undefined global functions or variables: id
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 5.7Mb
sub-directories of 1Mb or more:
doc 5.0Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 5.7Mb
sub-directories of 1Mb or more:
doc 5.0Mb
NOTE
r-oldrel-windows-x86_64
R code for possible problems
plot_ple: no visible binding for global variable 'id' plot_tree: no visible binding for global variable 'id' Undefined global functions or variables: id
NOTE
r-oldrel-windows-x86_64
installed package size
installed size is 5.7Mb
sub-directories of 1Mb or more:
doc 5.0Mb
NOTE
r-patched-linux-x86_64
R code for possible problems
plot_ple: no visible binding for global variable ‘id’ plot_tree: no visible binding for global variable ‘id’ Undefined global functions or variables: id
NOTE
r-release-linux-x86_64
R code for possible problems
plot_ple: no visible binding for global variable ‘id’ plot_tree: no visible binding for global variable ‘id’ Undefined global functions or variables: id
OK
r-release-macos-arm64
*
OK
r-release-macos-x86_64
*
NOTE
r-release-windows-x86_64
R code for possible problems
plot_ple: no visible binding for global variable 'id' plot_tree: no visible binding for global variable 'id' Undefined global functions or variables: id
Check History
NOTE 3 OK · 11 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE
r-devel-linux-x86_64-debian-clang
CRAN incoming feasibility
Maintainer: ‘Thomas Jemielita <thomasjemielita@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Thomas",
family = "Jemielita",
role = c("aut", "cre"),
email = "thomasjemielita@gmail.com")
as necessary.
The Description field contains
2019 <arXiv:1912.03337>. This package is in beta and will be
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: ‘Thomas Jemielita <thomasjemielita@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Thomas",
family = "Jemielita",
role = c("aut", "cre"),
email = "thomasjemielita@gmail.com")
as necessary.
The Description field contains
2019 <arXiv:1912.03337>. This package is in beta and will be
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE
r-devel-linux-x86_64-fedora-clang
R code for possible problems
plot_ple: no visible binding for global variable ‘id’ plot_tree: no visible binding for global variable ‘id’ Undefined global functions or variables: id
NOTE
r-devel-linux-x86_64-fedora-gcc
R code for possible problems
plot_ple: no visible binding for global variable ‘id’ plot_tree: no visible binding for global variable ‘id’ Undefined global functions or variables: id
NOTE
r-devel-windows-x86_64
R code for possible problems
plot_ple: no visible binding for global variable 'id' plot_tree: no visible binding for global variable 'id' Undefined global functions or variables: id
NOTE
r-patched-linux-x86_64
R code for possible problems
plot_ple: no visible binding for global variable ‘id’ plot_tree: no visible binding for global variable ‘id’ Undefined global functions or variables: id
NOTE
r-release-linux-x86_64
R code for possible problems
plot_ple: no visible binding for global variable ‘id’ plot_tree: no visible binding for global variable ‘id’ Undefined global functions or variables: id
NOTE
r-release-windows-x86_64
R code for possible problems
plot_ple: no visible binding for global variable 'id' plot_tree: no visible binding for global variable 'id' Undefined global functions or variables: id
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 5.7Mb
sub-directories of 1Mb or more:
doc 5.0Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 5.7Mb
sub-directories of 1Mb or more:
doc 5.0Mb
NOTE
r-oldrel-windows-x86_64
installed package size
installed size is 5.7Mb
sub-directories of 1Mb or more:
doc 5.0Mb
Dependency Network
Version History
new
1.0.5
Mar 9, 2026