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Local-randomisation RDD via permutation in a fixed window

Usage

morie_rdd_local_randomisation(
  data,
  outcome,
  running,
  cutoff = 0,
  window = 1,
  n_permutations = 1000,
  seed = 42,
  alpha = 0.05
)

Arguments

data

A data.frame holding the outcome, running variable, treatment, and any covariates referenced by name.

outcome

Character; column name of the response variable in data.

running

Character; column name of the running (forcing) variable in data.

cutoff

Numeric scalar; the threshold on running. Default 0 (the canonical normalisation).

window

Numeric; half-width of the local randomisation window.

n_permutations

Integer; permutation count for the randomisation-based inference.

seed

Integer; RNG seed for permutation / bootstrap routines.

alpha

Significance level (default 0.05).