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Naeemkh committed Apr 17, 2024
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2 changes: 1 addition & 1 deletion .github/workflows/R-CMD-check.yaml
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Expand Up @@ -23,7 +23,7 @@ jobs:
matrix:
config:
- {os: windows-latest, r: '4.2'}
- {os: macOS-latest, r: '4.2'}
# - {os: macOS-latest, r: '4.2'}
- {os: ubuntu-20.04, r: 'release', rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest"}
- {os: ubuntu-20.04, r: 'devel', rspm: "https://packagemanager.rstudio.com/cran/__linux__/focal/latest", http-user-agent: "R/4.1.0 (ubuntu-20.04) R (4.1.0 x86_64-pc-linux-gnu x86_64 linux-gnu) on GitHub Actions" }

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2 changes: 1 addition & 1 deletion DESCRIPTION
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Expand Up @@ -3,7 +3,7 @@ Package: CRE
Title: Interpretable Discovery and Inference of Heterogeneous Treatment Effects
Version: 0.2.6
Authors@R: c(
person("Naeem", "Khoshnevis", , "nkhoshnevis@g.harvard.edu", role = c("aut"),
person("Naeem", "Khoshnevis", , "nkhoshnevis@g.harvard.edu", role = "aut",
comment = c(ORCID = "0000-0003-4315-1426", AFFILIATION = "FASRC")),
person("Daniela Maria", "Garcia", , "danielagarcia@college.harvard.edu", role = "aut",
comment = c(ORCID = "0000-0003-3226-3561")),
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48 changes: 38 additions & 10 deletions README.md
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| Resource | GitHub Actions | Code Coverage |
| ---------- | -------------------- | --------------- |
| Platforms | Windows, macOS, Linux| codecov |
| R CMD check | [![R-CMD-check](https://github.com/nsaph-software/CRE/workflows/R-CMD-check/badge.svg)](https://github.com/nsaph-software/CRE/actions) | [![codecov](https://codecov.io/gh/NSAPH-Software/CRE/branch/develop/graph/badge.svg?token=UMSVOYRKGA)](https://app.codecov.io/gh/NSAPH-Software/CRE)|
# CRE

<p align="center">
<img src="man/figures/png/CRE_logo.png" height="100" alt="Cover Image"/>
</p>


<div align="center">
<a href="https://CRAN.R-project.org/package=CRE">
<img src="http://www.r-pkg.org/badges/version-last-release/CRE" alt="CRAN Package Version">
</a>
<a href="https://joss.theoj.org/papers/86a406543801a395248821c08c7ec03d">
<img src="https://joss.theoj.org/papers/86a406543801a395248821c08c7ec03d/status.svg" alt="JOSS Status">
</a>
<a href="https://github.com/nsaph-software/CRE/actions">
<img src="https://github.com/nsaph-software/CRE/workflows/R-CMD-check/badge.svg" alt="R-CMD-check Status">
</a>
<a href="https://app.codecov.io/gh/NSAPH-Software/CRE">
<img src="https://codecov.io/gh/NSAPH-Software/CRE/branch/develop/graph/badge.svg?token=UMSVOYRKGA" alt="Codecov">
</a>
<a href="http://www.r-pkg.org/pkg/cre">
<img src="https://cranlogs.r-pkg.org/badges/grand-total/CRE" alt="CRAN RStudio Mirror Downloads">
</a>
</div>





# CRE
#### Interpretable Discovery and Inference of Heterogeneous Treatment Effects

In health and social sciences, it is critically important to identify subgroups of the study population where a treatment has notable heterogeneity in the causal effects with respect to the average treatment effect (ATE). The bulk of heterogeneous treatment effect (HTE) literature focuses on two major tasks: (i) estimating HTEs by examining the conditional average treatment effect (CATE); (ii) discovering subgroups of a population characterized by HTE.
Expand Down Expand Up @@ -214,12 +236,18 @@ Causal Rule Ensemble ([methodological paper](https://arxiv.org/abs/2009.09036))

CRE (software paper)
```bibtex
@article{cadei2023CRE,
title = {CRE: an R package for Interpretable Discovery and Estimation of Heterogeneous Treatment Effect},
author = {Cadei, Riccardo and Khoshnevis, Naeem and Bargagli-Stoffi, Falco J and Lee, Kwonsang and Garcia, Daniela Maria},
@article{Cadei2023,
doi = {10.21105/joss.05587},
url = {https://doi.org/10.21105/joss.05587},
year = {2023},
journal={Working paper},
url = {},
publisher = {The Open Journal},
volume = {8},
number = {92},
pages = {5587},
author = {Riccardo Cadei and Naeem Khoshnevis and Kwonsang Lee and Daniela Maria Garcia and Falco J. Bargagli Stoffi},
title = {CRE: An R package for interpretable discovery and inference of heterogeneous treatment effects},
journal = {Journal of Open Source Software},
}
}
```

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2 changes: 1 addition & 1 deletion docs/pkgdown.yml
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CRE: CRE.html
Contribution: Contribution.html
Testing-the-Package: Testing-the-Package.html
last_built: 2023-12-06T15:19Z
last_built: 2023-12-15T19:16Z
urls:
reference: https://github.com/NSAPH-Software/CRE/reference
article: https://github.com/NSAPH-Software/CRE/articles
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