Doubly Robust Difference-in-Differences Estimators


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Documentation for package ‘DRDID’ version 1.0.7

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drdid Locally efficient doubly robust DiD estimators for the ATT
drdid_imp_panel Improved locally efficient doubly robust DiD estimator for the ATT, with panel data
drdid_imp_rc Improved locally efficient doubly robust DiD estimator for the ATT, with repeated cross-section data
drdid_imp_rc1 Improved doubly robust DiD estimator for the ATT, with repeated cross-section data
drdid_panel Locally efficient doubly robust DiD estimator for the ATT, with panel data
drdid_rc Locally efficient doubly robust DiD estimator for the ATT, with repeated cross-section data
drdid_rc1 Doubly robust DiD estimator for the ATT, with repeated cross-section data
ipwdid Inverse probability weighted DiD estimators for the ATT
ipw_did_panel Inverse probability weighted DiD estimator, with panel data
ipw_did_rc Inverse probability weighted DiD estimator, with repeated cross-section data
nsw National Supported Work Demonstration dataset
nsw_long National Supported Work Demonstration dataset, in long format
ordid Outcome regression DiD estimators for the ATT
reg_did_panel Outcome regression DiD estimator for the ATT, with panel data
reg_did_rc Outcome regression DiD estimator for the ATT, with repeated cross-section data
sim_rc Simulated repeated cross-section data
std_ipw_did_panel Standardized inverse probability weighted DiD estimator, with panel data
std_ipw_did_rc Standardized inverse probability weighted DiD estimator, with repeated cross-section data
twfe_did_panel Two-way fixed effects DiD estimator, with panel data
twfe_did_rc Two-way fixed effects DiD estimator, with repeated cross-section data