Computes Qini curves for binary treatments using the maq package. This function
calculates both Conditional Average Treatment Effect (CATE) and Average Treatment
Effect (ATE) Qini curves.
Usage
compute_qini_curves_binary(tau_hat, Y, W, verbose = TRUE)
Arguments
- tau_hat
Numeric vector of estimated treatment effects.
- Y
Vector or matrix of observed outcomes.
- W
Vector of treatment assignments (binary).
- verbose
Logical; if TRUE, print diagnostic information during execution.
Value
A list containing two elements:
- qini_data
A data frame containing Qini curve data for plotting.
- qini_objects
A list of maq objects for CATE and ATE Qini curves.
Returns NULL if an error occurs or if the resulting Qini data is empty.