Potential Outcomes and Research Design
Overview
1
Potential Outcomes and Calculating Treatment Effects
1.1
Calculate the ATE
1.2
Calculate the ATET
1.3
Calculate the ATEU
1.4
Calculate the SDO
2
Experimental Research Design
2.1
Job Corps (2001) Evaluation
2.1.1
Inspect the Data
2.1.2
Estimate the impact
2.1.3
Covariate Balance Test and Specification Tests
2.2
Leaftlet Information Evaluation
2.2.1
Inspect the Data
2.2.2
Estimate the impact
2.2.3
Covariate Balance Test
3
Randomized Inference
3.1
Set up the Dataset
3.2
Randomize Assignment to Treatment
3.3
Calculate the exact p-value
References
Published with bookdown
Potential Outcomes and Experimental Research Design
Potential Outcomes and Experimental Research Design
Samuel Rowe adapted from Cunningham (2021) and Huber (2023)
2026-01-19
Overview
Topics:
Potential Outcomes and Calculating Treatment Effects
Experimental Research Design
Randomized Inference