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Estimate ATEs for a cluster RCT using a GEE approach

Source: R/gee_estimators.R
gee_estimators.Rd

Estimate ATEs for a cluster RCT using a GEE approach

Usage

gee_estimators(
  formula,
  data = NULL,
  control_formula = NULL,
  weight = c("Person")
)

Arguments

formula

Formula for outcome and treatment and nesting. If NULL, data is assumed to be in canonical form (see vignette for further discussion).

data

Data frame holding the outcome, treatment, and clustering/blocking columns referenced by `formula` (or already in canonical form if `formula` is NULL).

control_formula

What variables to control for, in the form of "~ X1 + X2".

weight

Weighting scheme for the GEE. Only "Person" is currently implemented; see FUTURE_WORK.md for cluster weighting.