borrowr
Estimate Causal Effects with Borrowing Between Data Sources
Description
Estimate population average treatment effects from a primary data source with borrowing from supplemental sources. Causal estimation is done with either a Bayesian linear model or with Bayesian additive regression trees (BART) to adjust for confounding. Borrowing is done with multisource exchangeability models (MEMs). For information on BART, see Chipman, George, & McCulloch (2010) <doi:10.1214/09-AOAS285>. For information on MEMs, see Kaizer, Koopmeiners, & Hobbs (2018) <doi:10.1093/biostatistics/kxx031>.
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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 | 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 (2 non-OK)
CRAN incoming feasibility
Maintainer: ‘Jeffrey A. Boatman <jeffrey.boatman@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Jeffrey", "A."),
family = "Boatman",
role = c("aut", "cre"),
email = "jeffrey.boatman@gmail.com"),
person(given = c("David", "M."),
family = "Vock",
role = "aut"),
person(given = c("Joseph", "S."),
family = "Koopmeiners",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Jeffrey A. Boatman <jeffrey.boatman@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Jeffrey", "A."),
family = "Boatman",
role = c("aut", "cre"),
email = "jeffrey.boatman@gmail.com"),
person(given = c("David", "M."),
family = "Vock",
role = "aut"),
person(given = c("Joseph", "S."),
family = "Koopmeiners",
role = "aut"))
as necessary.
Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
CRAN incoming feasibility
Maintainer: ‘Jeffrey A. Boatman <jeffrey.boatman@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Jeffrey", "A."),
family = "Boatman",
role = c("aut
...[truncated]...
on(given = c("David", "M."),
family = "Vock",
role = "aut"),
person(given = c("Joseph", "S."),
family = "Koopmeiners",
role = "aut"))
as necessary.
CRAN incoming feasibility
Maintainer: ‘Jeffrey A. Boatman <jeffrey.boatman@gmail.com>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: c(person(given = c("Jeffrey", "A."),
family = "Boatman",
role = c("aut
...[truncated]...
on(given = c("David", "M."),
family = "Vock",
role = "aut"),
person(given = c("Joseph", "S."),
family = "Koopmeiners",
role = "aut"))
as necessary.