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r-package/policytree/DESCRIPTION

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testthat (>= 3.0.4),
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DiagrammeR
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Roxygen: list(markdown = TRUE)
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RoxygenNote: 7.2.1
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RoxygenNote: 7.2.3
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LinkingTo:
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Rcpp,
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BH

r-package/policytree/R/data.R

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#' Example data generating process from Offline Multi-Action Policy Learning: Generalization and Optimization
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#'
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#' The DGP from section 6.4.1 in Zhou, Athey, and Wager (2018):
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#' The DGP from section 6.4.1 in Zhou, Athey, and Wager (2023):
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#' There are \eqn{d=3} actions \eqn{(a_0,a_1,a_2)} which depend
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#' on 3 regions the covariates \eqn{X \sim U[0,1]^p} reside in. Observed outcomes:
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#' \eqn{Y \sim N(\mu_{a_i}(X_i), 4)}

r-package/policytree/man/gen_data_mapl.Rd

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r-package/policytree/vignettes/policytree.Rmd

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%\VignetteEncoding{UTF-8}
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---
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This document provides a short introduction to the `policytree` package, with examples from Zhou, Athey and Wager (2018), and Athey and Wager (2021). The last section contains details on the runtime of `policy_tree`.
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This document provides a short introduction to the `policytree` package, with examples from Zhou, Athey and Wager (2023), and Athey and Wager (2021). The last section contains details on the runtime of `policy_tree`.
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```{r, echo = FALSE, message = FALSE}
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knitr::opts_chunk$set(collapse = TRUE, comment = "#>")
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# Ex. 2: Multi-action treatment effect estimation
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The following example is from the 3-action DGP from section 6.4.1 in [Zhou, Athey and Wager (2018)](https://arxiv.org/abs/1810.04778)
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The following example is from the 3-action DGP from section 6.4.1 in [Zhou, Athey and Wager](https://arxiv.org/abs/1810.04778)
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```{r}
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n <- 10000

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