tidyhte
Tidy Estimation of Heterogeneous Treatment Effects
Description
Estimates heterogeneous treatment effects using tidy semantics on experimental or observational data. Methods are based on the doubly-robust learner of Kennedy (2023) <doi:10.1214/23-EJS2157>. You provide a simple recipe for what machine learning algorithms to use in estimating the nuisance functions and 'tidyhte' will take care of cross-validation, estimation, model selection, diagnostics and construction of relevant quantities of interest about the variability of treatment effects.
Downloads
678
Last 30 days
4953rd
2.1K
Last 90 days
7.8K
Last year
Trend: +6.6% (30d vs prior 30d)
0
Last 30 days
25
Last 90 days
119
Last year
Trend: -100% (30d vs prior 30d)
2
Last 7 days
18
Last 30 days
1
All-time
autoCRAN-only: this name is served only by autoCRAN, so the count is exact.
CRAN Check Status
Show all 13 flavors
| 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-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 History
OK 13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 9, 2026
NOTE 12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Jun 8, 2026
R code for possible problems
Fatal error: cannot create 'R_TempDir' Fatal error: cannot create 'R_TempDir' See section ‘Good practice’ in ‘?attach’. Fatal error: cannot create 'R_TempDir' See section ‘Good practice’ in ‘?data’.
OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
Code
Structure
Lines of code
9,687
Files
119
Compiled share
0%
Has compiled src
No
Language breakdown
API
Exported functions
32
Internal functions
34
Recent export changes
Testing & CI
Has tests
Yes
Test-to-code ratio
0.52
testthat edition
3
CI present
No
CI type
[]
PR gated
No
Docs
Return-value doc rate
37.5%
\dontrun example ratio
0%
Roxygen coverage
100%
Has pkgdown
No
NEWS present
Yes
Health & Security signals
Informational signals; not verdicts.
on.exit coverage
–
Unsafe pattern score
0
Dep constraint coverage
0%
Secret pattern count
0
Bundled 3rd-party code
2 items
Portability & License
Min R version
–
System requirements
–
C++ standard
–
License
MIT + file LICENSE
License flags
SPDX valid, OSI approved
History
Versions
2
First release
2023-08-14
Latest release
2025-07-29
Avg cadence
715 days
Cold removal rate
–
Dep drift
0
LOC over versions
Per-file churn detail lives in the source pipeline: https://github.com/r-observatory/cran-code-metrics.