A semi-parametric Bayesian approach to the instrumental variable problem

Business & Economics

• Instrumental Variables 100%
• Bayesian Approach 64%
• Dirichlet Process Prior 48%
• Joint Distribution 34%
• Normal Distribution 31%
• Weak Instruments 20%
• Bayesian Methods 17%
• Reduced Form 16%
• Sampling 14%
• Inference 11%
• Experiment 8%
• Modeling 8%

Mathematics

• Instrumental Variables 72%
• Bayesian Approach 56%
• Dirichlet Process Prior 40%
• Joint Distribution 27%
• Weak Instruments 24%
• Mixture of Normal Distributions 19%
• Bayesian Nonparametrics 17%
• Bayesian Methods 15%
• Gaussian distribution 12%
• Experiment 10%
• Model 9%
• Unknown 9%
• Modeling 9%
• Demonstrate 8%
• Standards 7%
• Form 5%

Engineering & Materials Science

• Normal distribution 42%
• Sampling 13%
• Experiments 6%