Titlebook: Case Studies in Bayesian Statistics; Volume VI Constantine Gatsonis,Robert E. Kass,Isabella Verdi Conference proceedings 2002 Springer-Verl

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Some Models for Down’s Syndrome Risk Predictionreasing the cost of medical care, this technique carries some risk to the fetus, making inappropriate to examine every pregnancy this way. Screening tests, based on mother’s age and the concentration of certain markers in the mother’s blood (e.g. alpha-fetoprotein, AFP), as well as certain other ris

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Was it a car or a cat I saw? An Analysis of Response Times for Word Recognitionexperiment and the fact that several replications of similar trials were conducted on each subject, the assumption of i.i.d. response times within experimental conditions (often encountered in the psychology literature) is untenable. We consider Bayesian hierarchical models in which the response tim

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Recognition of Faces versus Greebles: A Case Study in Model Selectionthe two items in the pair were the same or different. This resulted in a total of approximately 20,000 binary observations. The inference problem is one of comparing multiple pairs of Binomial outcomes, that is, multiple 2 x 2 tables: we may consider ratios of odds ratios, or differences of log-odds

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Correlations Between Clinical Mastitis in Different Periods of First-Lactation Norwegian Cattle Usin residual variances were set equal to one, since these parameters cannot be identified. Gibbs sampling and a random walk Metropolis-Hastings algorithm (RWMH) were used to draw from posterior distributions of interest. Inferences were based on 210,000 samples, after discarding 40,000 iterations as bu