Comparing Inference Approaches for RD Designs: A Reexamination of the Effect of Head Start on Child Mortality

Keyphrases

• Regression Discontinuity Design 100%
• Child Mortality 100%
• Inference Approach 100%
• Regression Discontinuity 75%
• Inference Methods 50%
• Conditional Expectation 50%
• Local Randomness 50%
• Popular 25%
• Sensitivity Analysis 25%
• Finite Sample 25%
• Nonparametric 25%
• Parametric Regression 25%
• Causal Inference 25%
• Treatment Effect 25%
• Software Code 25%
• Review Method 25%
• Treatment Assignment 25%
• First Review 25%
• Miller 25%
• Exact Inference 25%
• General Purpose Software 25%
• Flexible Parametric Model 25%
• Policy Evaluation 25%
• Quasi-experimental Design 25%
• Extended Framework 25%
• Randomization Inference 25%
• Stata 25%
• Estimand 25%
• Parametric Adjustment 25%
• Treatment-seeking Sample 25%
• Large Sample Approximation 25%
• Local Polynomial Methods 25%

Mathematics

• Parametric 100%
• Inference Method 66%
• Conditional Expectation 66%
• Treatment Effect 33%
• Causal Inference 33%
• Replicate 33%
• Empirical Bayes Procedure 33%
• Polynomials Method 33%
• Treatment Assignment 33%

Economics, Econometrics and Finance

• Regression Discontinuity Design 100%
• Causality Analysis 25%