A Bayesian Machine Learning Approach for Optimizing Dynamic Treatment Regimes

Mathematics

• Bayesian Learning 100%
• Machine Learning 73%
• Decision Rules 61%
• Q-learning 56%
• Regression Model 41%
• Posterior distribution 33%
• History 30%
• Therapy 19%
• Bayesian Model 18%
• Bayesian inference 17%
• Reverse 16%
• Covariates 14%
• Simulation Study 11%
• Unknown 10%
• Series 10%
• Model 5%

Business & Economics

• Machine Learning 88%
• Decision Rules 41%
• Posterior Distribution 35%
• Regression Model 33%
• Bayesian Inference 19%
• Sampling 13%
• Covariates 13%
• Simulation Study 12%
• Therapy 10%
• Physicians 9%