Aggregate Group-Time Quantile Treatment Effects

Aggregate group-time F0/F1 distributions into QTT curves at the overall, group, and dynamic level. CDFs are mixed first using BMisc::combine_ecdfs and then inverted at all quantile levels in probs, avoiding the bias from averaging scalar QTTs.

Usage

qtt_pte_aggregations(attgt.list, ptep, extra_gt_returns)

Arguments

attgt.list

list of attgt results from compute.pte

ptep

pte_params object

extra_gt_returns

A place to return anything extra from particular group-time average treatment effect calculations. For DID, this might be something like propensity score estimates, regressions of untreated potential outcomes on covariates. For ife, this could be something like the first step regression 2sls estimates. This argument is also potentially useful for debugging.

Value

named list with elements overall_results, dyn_results, group_results, F0_overall, F1_overall