Bayesian biostatistics
著者
書誌事項
Bayesian biostatistics
（Statistics : textbooks and monographs, v. 151）
Marcel Dekker, c1996
- : hardcover
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注記
Includes bibliographical references and index
内容説明・目次
内容説明
This work provides descriptions, explanations and examples of the Bayesian approach to statistics, demonstrating the utility of Bayesian methods for analyzing real-world problems in the health sciences. The work considers the individual components of Bayesian analysis.;College or university bookstores may order five or more copies at a special student price, available on request from Marcel Dekker, Inc.
目次
- Part 1 General overview: Bayesian methods in health-related research
- Bayesian approaches to randomized trials
- Bayesian epidemiology. Part 2 Assessing probabilities: elicitation of prior distributions
- priors for the design and analysis of clinical trials. Part 3 Decision problems: a Weibull model for survival data - using prediction to decide when to stop a clinical trial
- decision models in clinical recommendations development - the stroke prevention policy model
- dose-response analysis of toxic chemicals
- expected utility as a policy making tool - an environmental health example. Part 4 Design: Bayesian hypothesis testing - interim analysis of a clinical trial evaluating phenytoin for the prophylaxis of early post-traumatic seizures in children
- inference and design strategies for a hierarchical logistic regression model. Part 5 Model selection: model selection for generalized linear models via GLIB - application to nutrition and breast cancer. Part 6 Hierarchical models: Bayesian analysis of population pharmacokinetic and instantaneous pharmacodynamic relationships
- Bayesian and frequentist analysis of an in vivo experiment in tumor hemodynamics
- Bayesian meta-analysis of randomized trials using graphical models for assessing the effect of extreme cold weather on schizophrenic births
- fitting and checking a two-level Poisson model - modelling patient mortality rates in heart transplant patients. Part 7 Other topics: analyzing rodent tumorigencitiy experiments using expert knowledge
- assessing drug interactions - tamoxifen and cyclophosphamide
- Bayesian subset analysis of a clinical trial for the treatment of HIV infections
- Bayesian modelling of binary repeated measures data with application to crossover trials
- a comparative study of perinatal mortality using a two-component mixture model
- change-point analysis of a randomized trial on the effects of calcium supplementation on blood pressure
- Bayesian predictive inference for a binary random variable - survey
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