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The Bayesian approach involves collecting data from past experience in order to reach conclusions about future events. Bayesian methods have become increasingly popular in recent years, notably in medical research. There are a large number of books on Bayesian analysis, but very few that cover clinical trials and biostatistical applications in any capacity. There is no book available that is introductory in nature and covers such a broad array of essential topics.This book provides a valuable overview of this rapidly evolving field, not only for statisticians in the pharmaceutical industry, but also to anyone involved in conducting clinical trials and HTA work. Comprehensive coverage of Bayesian methods in medical research Illustrated throughout by case studies and worked examples Authors are at the forefront of research into Bayesian methods in medical research Suitable for those with a limited statistical background Accompanied by a Web site featuring data sets and worked examples in WinBUGS - the most widely accepted Bayesian modelling package
W 20.5 Medical research (General) --- Clinical Trials --- Technology Assessment, Biomedical --- Decision Support Techniques --- Bayes Theorem --- Bayesian statistical decision theory --- Medicine --- Clinical trials --- Research --- Statistical methods --- Bayesian statistical decision theory. --- Statistical methods. --- Bayes' solution --- Bayesian analysis --- Statistical decision --- Health Workforce --- Medicine - Research - Statistical methods --- Clinical trials - Statistical methods
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519.217 --- 519.245 --- 519.245 Stochastic approximation. Monte Carlo methods --- Stochastic approximation. Monte Carlo methods --- 519.217 Markov processes --- Markov processes --- #Cluster1:missing --- Statistique médicale --- Monte Carlo method --- Artificial sampling --- Model sampling --- Monte Carlo simulation --- Monte Carlo simulation method --- Stochastic sampling --- Games of chance (Mathematics) --- Mathematical models --- Numerical analysis --- Numerical calculations --- Stochastic processes --- Analysis, Markov --- Chains, Markov --- Markoff processes --- Markov analysis --- Markov chains --- Markov models --- Models, Markov --- Processes, Markov --- Biomathematics. Biometry. Biostatistics --- Markov processes. --- Monte Carlo method. --- Basic Sciences. Statistics --- Probability Theory, Sampling Theory. --- Biometry --- Medical statistics --- Biométrie --- Markov, Processus de --- Monte-Carlo, Méthode de --- Probabilities. --- Probabilités --- Methodes de monte-carlo
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