Titlebook: Case Studies in Bayesian Statistics; Constantine Gatsonis,James S. Hodges,Nozer D. Sing Conference proceedings 1993 Springer-Verlag New Yo

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Bayesian Predictive Inference for Small Areas for Binary Variables in the National Health Interview red at the cluster level. Unlike Wong and Mason we carry out a fully Bayesian analysis. Our choices of covariates at both the individual and cluster levels are of independent interest..We also compare the Bayes estimates with synthetic estimates and estimates obtained from a conventional randomization-based approach.

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Assessing Mechanisms of Neural Synaptic Activityses Dirichlet process mixtures of normals. Some of the scientific issues, together with technical aspects of data analysis, modelling, and the use of prior information, are described and exemplified in this paper.

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Optical Waveguide Sensing and Imagingely solved the problem, and usually are possible only when there is an abundance of data. I’m not sure how often such a desirable situation actually occurs, especially with policy matters such as we discussed.

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Contributed Discussionsely solved the problem, and usually are possible only when there is an abundance of data. I’m not sure how often such a desirable situation actually occurs, especially with policy matters such as we discussed.

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Bayesian Estimation of Fuel Economy Potential Due to Technology Improvements much of an increase in fuel economy is possible through implementation of existing technology?.This question is studied using an EPA data base of over 3000 vehicles. The data analysis was done using a hierarchical Bayesian (random effects) model, with computations being performed via Gibbs sampling

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Contributed Discussions have referred to sensitivity analyses in the case studies, and it should be clarified that, in our case study on fuel efficiency, we did not report formal sensitivity analyses. The reason we did not was that, in some sense, we never were in a position where we thought we had a robust answer. And I

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Bayesian Analysis of the Ames ,/Microsome Assayresults in the growth of mutant colonies; the number of such colonies is an indicator of the mutagenic potency of the agent. We analyze data from a collaborative trial on the mutagenicity of complex mixtures, sponsored by the International Programme on Chemical Safety (see Lewtas et al., 1992, for a

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A Clinical Experiment in Bone Marrow Transplantation: Estimating a Percentage Point of a Quantal Res drug treatment. In order to limit the subjects exposed to extreme toxicity, the dose levels used in the experiment are chosen to minimize the predicted posterior variance of the target dose. To further limit toxicity, the experiment was conducted by sequentially allocating treatments to groups usin

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