Package index • ptetools

Generic functions for panel data causal inference

attgt_pte_aggregations(): Aggregate Group-Time Average Treatment Effects

compute.pte(): Heavy-Lifting for pte Function

gt_data_frame(): Convert Data to Usable Format

overall_weights(): Weights for Overall Aggregation

panel_empirical_bootstrap(): Panel Empirical Bootstrap

process_att_gt(): Process ATT(g,t) Results

pte(): Panel Treatment Effects

pte_aggte(): Aggregates (g,t)-Specific Results

pte_attgt(): General ATT(g,t)

setup_pte(): Generic Setup Function

setup_pte_basic(): Basic Setup Function

Group-time average treatment effects with a binary treatment

did_attgt(): Difference-in-differences for ATT(g,t)

pte_default(): Default, General Function for Computing Treatment Effects with Panel Data

Functions for dealing with a continuous treatment

pte_dose_results(): Class for Continuous Treatment Results

process_dose_gt(): Process Results with a Continuous Treatment

Functions for dealing with distributional treatment effects

qott_pte_aggregations(): Aggregate Group-Time Quantile of the Treatment Effect

qtt_pte_aggregations(): Aggregate Group-Time Quantile Treatment Effects

Functions for group-time specific subsets of data

keep_all_pretreatment_subset(): Keep All Pre-Treatment Subset

keep_all_untreated_subset(): Keep All Untreated Subset

two_by_two_subset(): Two Period Two Group Subset

Plotting functions

ggpte(): ptetools Generic Plotting Function

ggpte_cont(): Generic Plots with a Continuous Treatment

Helper functions

crit_val_checks(): Sanity Checks on Critical Values

mboot2(): Multiplier Bootstrap

Classes

aggte_obj(): Aggregated Treatment Effects Class

attgt_if(): Class for (g,t)-Specific Results with Influence Function

attgt_noif(): Class for (g,t)-Specific Results without Influence Function

dose_obj(): Class for Continuous Treatments

group_time_att(): Class for Estimates across Groups and Time

pte_emp_boot(): Class for Empirical Bootstrap Results

pte_params(): PTE Parameters Class

pte_results(): Class for PTE Results