Variable selection and estimation in causal inference using Bayesian spike and slab priors

Mathematics

• Causal Inference 100%
• Spike 85%
• Variable Selection 76%
• Estimator 44%
• Causal Effect 41%
• Covariates 35%
• Treatment Effects 22%
• Mean Squared Error 20%
• Unbiased Estimation 13%
• Confounding 13%
• Therapy 11%
• Monitoring 10%
• Adjustment 10%
• Posterior distribution 10%
• Model 10%
• Maximise 9%
• Assignment 9%
• Minimise 8%
• Fluid 8%
• Sample Size 8%
• Formulation 6%
• Simulation 6%
• Standards 5%
• Coefficient 5%
• Estimate 4%

Medicine & Life Sciences

• Critical Care 32%
• Epidemiologic Confounding Factors 21%
• Resuscitation 17%
• Sample Size 16%
• Research Design 14%
• Therapeutics 12%
• Databases 11%