View source: R/permutation_test.R

Perform a permutation test for a null-effect for the largest ATE discovered from a search using a depth-1 subgroup tree.

1 2 | ```
subgroup_perm_test(response, treated, X, direction = c("max", "min"),
n_perm = 1000, ate = 0, minbucket = 100)
``` |

`response` |
numeric outcome of interest |

`treated` |
boolean vector of treatment assignments |

`X` |
data.frame of predictors; must be either numeric or factor types |

`direction` |
"max" to search for largest treatment effect, "min" to search for smallest treatment effect |

`n_perm` |
number of permutations to calculate |

`ate` |
null average treatment effect to test against |

`minbucket` |
minumum number of observations required to consider a split |

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