Case Studies in Bayesian Statistics (eBook, PDF)

Volume IV
Redaktion: Gatsonis, Constantine; West, Mike; Verdinelli, Isabella; Gelman, A.; Carriquiry, Alicia; Carlin, Bradley; Kass, Robert E.

• Format: PDF

Produktbeschreibung

Bayesian approaches to data analysis sometimes offer important advantages over classical methods. This collection of papers from a workshop on Bayesian statistics discuss important research problems and show the advantages of a Bayesian approach.

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Produktdetails

• Verlag: Springer US
• Seitenzahl: 430
• Erscheinungstermin: 6. Dezember 2012
• Englisch
• ISBN-13: 9781461215028
• Artikelnr.: 44046272

Inhaltsangabe

Invited Papers.- Modeling Customer Survey Data.- Functional Connectivity in the Cortical Circuits Subserving Eye Movements.- Modeling Risk of Breast Cancer and Decisions about Genetic Testing.- The Bayesian Approach to Population Pharmacokinetic/pharmacodynamic Modeling.- Contributed Papers.- Longitudinal Modeling of the Side Effects of Radiation Therapy.- Analysis of Hospital Quality Monitors using Hierarchical Time Series Models.- Spatio-Temporal Hierarchical Models for Analyzing Atlanta Pediatric Asthma ER Visit Rates.- Validating Bayesian Prediction Models: a Case Study in Genetic Susceptibility to Breast Cancer.- Mixture Models in the Exploration of Structure-Activity Relationships in Drug Design.- Population Models for Hematologic Data.- A Hierarchical Spatial Model for Constructing Wind Fields from Scatterometer Data in the Labrador Sea.- Redesigning a Network of Rainfall Stations.- Using PSA to Detect Prostate Cancer Onset: An Application of Bayesian Retrospective and Prospective Changepoint Identification.- Author Index.