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Merge pull request #20 from dobengjhu/release_1_0_0
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dobengjhu authored Feb 12, 2025
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4 changes: 2 additions & 2 deletions DESCRIPTION
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Package: multicate
Title: Estimate Combined Conditional Average Treatment Effect And Predict Against Target Population
Version: 0.0.0.9000
Title: Estimate Conditional Average Treatment Effect from Multiple Studies and Predict in Target Population
Version: 1.0.0
Authors@R: c(
person("Daniel", "Obeng", , "[email protected]", role = "cre"),
person("Carly", "Brantner", , "[email protected]", role = "aut"),
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24 changes: 24 additions & 0 deletions NEWS.md
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# multicate 1.0.0

## First Public Release
This is the first official release of `multicate`! The package provides functions for performing
machine learning methods that estimate theconditional average treatment effect (CATE) by combining
data from multiple studies. Additionalfunctions can be used to estimate prediction intervals for the
CATE in a target sample based on the aforementioned models.

### Features
- Implements `estimate_cate()` which estimates conditional average treatment effect (CATE) from
multiple studies.
- Supports custom summarization and visualizations with `summary.cate()` and `plot.cate()` (S3) and
`plot_vteffect()`.
- Provides `predict.cate()` (S3) that generates prediction intervals for covariate profiles
in target dataset based on CATE model.
- Includes built-in dataset `dummy_tbl` for testing.
- Comprehensive documentation and examples included.

### Installation
Install from Github:
``` r
# install.packages("pak")
pak::pak("dobengjhu/multicate")
```
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14 changes: 7 additions & 7 deletions renv.lock
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