Bayesian Methods in Health Economics

ISBN: 9781439895559 出版年：2012 页码：242 Baio, Gianluca CRC Press

Introduction to Health Economic Evaluation Introduction Health economic evaluation Cost components Outcomes Discounting Types of economic evaluations Comparing health interventions Introduction to Bayesian Inference Introduction Subjective probability and Bayes theorem Bayesian (parametric) modelling Choosing prior distributions and Bayesian computation Statistical Cost-Effectiveness Analysis Introduction Decision theory and expected utility Decision-making in health economics Probabilistic sensitivity analysis to parameter uncertainty Reporting the results of probabilistic sensitivity analysis Probabilistic sensitivity analysis to structural uncertainty Advanced issues in cost-effectiveness analysis Bayesian Analysis in Practice Introduction Software configuration An Example of analysis in JAGS/BUGS Logical nodes For loops and node transformations Predictive distributions Modelling the cost-effectiveness of a new chemotherapy drug in R/JAGS Health Economic Evaluation in Practice Cost-effectiveness analysis alongside clinical trials Evidence synthesis and hierarchical models Markov models