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rjaf

0.1.3

Regularized Joint Assignment Forest with Treatment Arm Clustering

0packages depend
6.5Kdownloads / year
–test coverage
13/13checks pass

Overview

About
Maintained by Xinyi ZhangFirst published 2024-11-114 releasesCRAN page ↗GitHub ↗

Personalized assignment to one of many treatment arms via regularized and clustered joint assignment forests as described in Ladhania, Spiess, Ungar, and Wu (2023) <doi:10.48550/arXiv.2311.00577>. The algorithm pools information across treatment arms: it considers a regularized forest-based assignment algorithm based on greedy recursive partitioning that shrinks effect estimates across arms; and it incorporates a clustering scheme that combines treatment arms with consistently similar outcomes.

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Health

CRAN checks
13OK
Code health
Yes
Tests · ratio 0.07
not tracked
Coverage
100%
Documentation · exports
None
Vignettes
No
README
12
Dependencies · direct
Check history
  • OK2026-04-22
    14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
  • ERROR2026-04-18
    13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
  • OK2026-03-10
    14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Downloads

6.5K
CRAN downloads in the past year
Rank #6,805 · ~18/day · ~541/mo
rjaf
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55430 days
1.6K90 days
6.5K1 year
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Source & community
GitHub ↗

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Dependencies

Declared dependencies
16 external dependencies (excludes base and recommended)
Depends (1)
R >= 3.5.0
Imports (12)
RcppdplyrtibblemagrittrreadrrandomForestrangerforcatsrlangtidyrstringrMASS
LinkingTo (2)
RcppRcppArmadillo
Suggests (3)
knitrrmarkdowntestthat
Enhances (0)
none
Reverse dependencies
0direct
–indirect (not tracked)

Nothing depends on this yet.

Code & Tests

Code Composition
C++ 527 (44%)R 392 (33%)Rd 283 (24%)

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

12 2 exported

Complexity

6 avg / 14 max

Call network

12 nodes / 7 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

Call graph

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Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (4)
Maintainer (1)
Xinyi Zhang ORCID iD
Author, Maintainer, Copyright holder
Authors (4)
Xinyi Zhang ORCID iD
Author, Maintainer, Copyright holder
Rahul Ladhania ORCID iD
Author, Copyright holder
Jann Spiess ORCID iD
Author, Copyright holder
Wenbo Wu ORCID iD
Author, Copyright holder
Copyright holders (4)
Xinyi Zhang ORCID iD
Author, Maintainer, Copyright holder
Rahul Ladhania ORCID iD
Author, Copyright holder
Jann Spiess ORCID iD
Author, Copyright holder
Wenbo Wu ORCID iD
Author, Copyright holder
Release timeline

4 releases. Pick two to compare their code metrics. R releases are shown for context.

  • R
    R 4.6.0 released · 2026-04-24
  • R
    R 4.5.0 released · 2025-04-11
  • 0.1.3Latest
    2025-04-10 · current release · diff ↗
  • 0.1.2
    2025-02-16 · diff ↗
  • 0.1.1
    2024-12-08 · diff ↗
  • 0.1.0
    2024-11-11
  • R
    R 4.4.0 released · 2024-04-24

Package metadata

First published
2024-11-11
Total releases
4 / 2 yrs
License
GPL-3 OSI
Download size
not tracked yet
Installed size
not tracked yet
With dependencies
not tracked yet