NONPARAMETRIC BAYES ANALYSIS OF THE SHARP AND FUZZY REGRESSION DISCONTINUITY DESIGNS

Keyphrases

• Bayes Factor Analysis 100%
• Nonparametric Bayes 100%
• Sharp Regression Discontinuity 100%
• Fuzzy Regression Discontinuity Design 100%
• Forcing Variables 100%
• Compliers 66%
• Average Treatment Effect 66%
• Regression Discontinuity 66%
• Excellent Performance 33%
• Divergence 33%
• Regression Analysis 33%
• Unknown Function 33%
• American Statistical Association 33%
• Splines 33%
• Educational Attainment 33%
• Simulation Experiment 33%
• Expansion Method 33%
• Markov Chain Monte Carlo 33%
• Four-potential 33%
• Regression Discontinuity Design 33%
• Hyperparameters 33%
• Error Distribution 33%
• Marginal Likelihood 33%
• Ornstein-Uhlenbeck Process 33%
• Natural Cubic Splines 33%
• ChiB 33%
• Dirichlet Process Mixture 33%
• Basis Expansion 33%
• Posterior Consistency 33%
• Posterior Contraction Rate 33%
• Kullback-Leibler 33%
• Support Properties 33%
• Base Parameters 33%
• Nonparametric Bayesian Analysis 33%

Mathematics

• Covariate 100%
• Treatment Effect 100%
• Confounders 50%
• Spline 50%
• Markov Chain Monte Carlo 50%
• Bayesian Analysis 50%
• Cubic Spline 50%
• Error Distribution 50%
• Marginal Likelihood 50%
• Ornstein Uhlenbeck Process 50%
• Posterior Sample 50%
• Unknown Function 50%