ShrinkageTrees
Bayesian Tree Ensembles for Survival Analysis and Causal Inference
v1.2.0
·
Feb 26, 2026
·
MIT + file LICENSE
Description
Bayesian regression tree ensembles for survival analysis and causal inference. Implements BART, DART, Bayesian Causal Forests (BCF), and Horseshoe Forests models. Supports right-censored survival outcomes via accelerated failure time (AFT) formulations. Designed for high-dimensional prediction and heterogeneous treatment effect estimation in causal inference.
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| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| 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 | 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 (14 non-OK)
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r-devel-linux-x86_64-debian-clang
*
OK
r-devel-linux-x86_64-debian-gcc
*
OK
r-devel-linux-x86_64-fedora-clang
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OK
r-devel-linux-x86_64-fedora-gcc
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r-devel-macos-arm64
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OK
r-devel-windows-x86_64
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NOTE
r-oldrel-macos-arm64
installed package size
installed size is 5.3Mb
sub-directories of 1Mb or more:
data 1.4Mb
libs 3.6Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 6.2Mb
sub-directories of 1Mb or more:
data 2.4Mb
libs 3.6Mb
OK
r-oldrel-windows-x86_64
*
OK
r-patched-linux-x86_64
*
OK
r-release-linux-x86_64
*
OK
r-release-macos-arm64
*
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r-release-macos-x86_64
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r-release-windows-x86_64
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Check History
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE
r-oldrel-macos-arm64
installed package size
installed size is 5.3Mb
sub-directories of 1Mb or more:
data 1.4Mb
libs 3.6Mb
NOTE
r-oldrel-macos-x86_64
installed package size
installed size is 6.2Mb
sub-directories of 1Mb or more:
data 2.4Mb
libs 3.6Mb
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Version History
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1.2.0
Mar 9, 2026