Bayesian Versus Maximum Likelihood Estimation of Treatment Effects in Bivariate Probit Instrumental Variable Models

Keyphrases

• Maximum Likelihood Estimation 100%
• Bivariate Probit Model 100%
• Treatment Effect Estimation 100%
• Instrumental Variable Model 100%
• Bivariate Probit 100%
• Maximum Likelihood 50%
• Attendants 50%
• Parameter Estimation 50%
• Maximum Likelihood Method 50%
• Quantity of Interest 50%
• Popular 50%
• Causal Effect 50%
• Bayesian Approach 50%
• Software Suite 50%
• Direct Calculation 50%
• Uncertainty Measure 50%

Mathematics

• Treatment Effect 100%
• Bivariate 100%
• Bayesian 100%
• Variable Model 100%
• Maximum Likelihood 100%
• Maximum Likelihood 66%
• Likelihood Approach 33%
• Causal Effect 33%
• Bayesian Approach 33%
• Parameter Estimate 33%

Economics, Econometrics and Finance

• Causality Analysis 100%
• Bayesian 100%
• Probit Model 100%
• Instrumental Variable Analysis 100%