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Getting Started with persuasio5 months ago
What is this for? | When is persuasio applicable? | Key estimands | persuasio TL;DR | Choosing an estimator (est) in persuasio | Choosing an inference method in persuasio | Choosing a model in persuasio when covariates are present | Package setup | persuasio: Unified Wrapper for Persuasion Effect Estimation | Examples using the GKB dataset | Base estimators | calc4persuasio: Bounds from Summary Statistics | aprlb: Lower Bound on the Average Persuasion Rate | aprub: Upper Bound on the Average Persuasion Rate | lpr4ytz: Local Persuasion Rate | Inference wrappers | persuasio4ytz: Confidence Intervals for the Average Persuasion Rate | persuasio4ytz2lpr: Confidence Intervals for the Local Persuasion Rate | persuasio4yz: APR Bounds Without a Treatment Variable | Related Software | Reference
ATbounds: An R Vignette5 months ago
Introduction | Case Study 1: Bounding the Effects of a Job Training Program | LaLonde's Experimental Sample | Dehejia-Wahba Sample | Bounds on ATE | Bounds on ATT | NSW treated and PSID control | Case Study 2: Bounding the Effect of Right Heart Catheterization | Bounding the Average Treatment Effect on the Treated | Bounding the Average Treatment Effect | Case Study 3: EFM | References
sketching: An R Vignette4 years ago
Introduction | Least Squares Estimation with Heteroskedastic Errors | Sketched Least Squares Estimation | Numerical Illustration | Estimating the Return to Education | How to Choose $m$ | OLS Estimation Results | 2SLS Estimation Results | References