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    Bayesian Methods in Health Economics

    Bayesian Methods in Health Economics

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    Bog E-bog
    • Format
    • Bog, hardback
    • Engelsk

    Beskrivelse

    Health economics is concerned with the study of the cost-effectiveness of health care interventions. This book provides an overview of Bayesian methods for the analysis of health economic data. After an introduction to the basic economic concepts and methods of evaluation, it presents Bayesian statistics using accessible mathematics. The next chapters describe the theory and practice of cost-effectiveness analysis from a statistical viewpoint, and Bayesian computation, notably MCMC. The final chapter presents three detailed case studies covering cost-effectiveness analyses using individual data from clinical trials, evidence synthesis and hierarchical models and Markov models. The text uses WinBUGS and JAGS with datasets and code available online.

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    Detaljer
    • SprogEngelsk
    • Sidetal244
    • Udgivelsesdato12-11-2012
    • ISBN139781439895559
    • Forlag Chapman & Hall/CRC
    • FormatHardback
    Størrelse og vægt
  • Vægt620 g
    • coffee cup img
    10 cm
    book img
    15,6 cm
    23,4 cm

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    Distribution Generation Evaluation Bayes Theorem Data Bayesian inference Health economics Random Transition probabilities Random Quantities Cost-effectiveness Analysis Evidence synthesis Distributions Predictive Prior Prior distribution WinBUGS Posterior Distribution Additional QALY BUGS Model De Finetti CEAC Gelman Rubin Statistic Decision Analytical Model Health Economic Evaluation Economic Evaluations Effective Sample Size Monetary Units MCMC Iteration Potential Scale Reduction Factor posterior Predictive Distribution quantities Logit Scale SF-36 Questionnaire Utility Score MCMC Procedure MCMC Simulation Option DIC
    Machine Name: SAXO082