Binned scatter + global-polynomial data for an RD plot

Usage

morie_rdd_plot_data(
  data,
  outcome,
  running,
  cutoff = 0,
  n_bins = 20,
  p_global = 4,
  p_local = 1,
  bandwidth = NULL,
  kernel = "triangular"
)

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).
n_bins: Integer; bin count for histogram-based density tests and binned-plot reductions.
p_global: Integer; polynomial order for the global component of morie_rdd_plot_data.
p_local: Integer; polynomial order for the local component of morie_rdd_plot_data.
bandwidth: Numeric; the local-polynomial bandwidth on each side of the cutoff. NULL invokes the data-driven CCT selector.
kernel: One of "triangular" (default), "epanechnikov", "uniform", or "gaussian".