Package 'sparsepolicytree'

Title: What the Package Does (One Line, Title Case)
Description: What the package does (one paragraph).
Authors: First Last [aut, cre] (ORCID: YOUR-ORCID-ID)
Maintainer: First Last <[email protected]>
License: `use_mit_license()`, `use_gpl3_license()` or friends to pick a license
Version: 0.0.0.9000
Built: 2026-04-17 08:51:45 UTC
Source: https://github.com/beniaminogreen/sparsepolicytree

Help Index

Sparse Policy Tree

Description

Sparse Policy Tree

Usage

sparse_policy_tree(
  X,
  Gamma,
  depth = 2,
  split.step = NULL,
  min.node.size = NULL,
  verbose = NULL
)

sparse_policy_tree(
  X,
  Gamma,
  depth = 2,
  split.step = NULL,
  min.node.size = NULL,
  verbose = NULL
)

Arguments

X

The covariates used for splitting in the tree (dimension NxP)
Gamma

Rewards for each action / treatment (dimension NXD)
depth

The number of variables.
split.step

consider every n'th split (currently ignored)
min.node.size

the smallest node size allowes (currently ignored)
verbose

print debug info (currently ignored) Return string "Hello world!" to R.