Bayesian Modeling in Bioinformatics
Dipak K. Dey, Samiran Ghosh, Bani K. Mallick
Inbunden, 2010
3 219 kr
Del i serien Chapman & Hall/CRC Biostatistics Series
Generalized Linear Models
A Bayesian Perspective
Inbunden, Engelska, 2000
2 729 kr
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This volume describes how to conceptualize, perform, and critique traditional generalized linear models (GLMs) from a Bayesian perspective and how to use modern computational methods to summarize inferences using simulation. Introducing dynamic modeling for GLMs and containing over 1000 references and equations, Generalized Linear Models considers parametric and semiparametric approaches to overdispersed GLMs, presents methods of analyzing correlated binary data using latent variables. It also proposes a semiparametric method to model link functions for binary response data, and identifies areas of important future research and new applications of GLMs.
Produktinformation
- Utgivningsdatum2000-05-25
- Mått174 x 246 x undefined mm
- Vikt970 g
- FormatInbunden
- SpråkEngelska
- SerieChapman & Hall/CRC Biostatistics Series
- Antal sidor442
- FörlagTaylor & Francis Inc
- ISBN9780824790349
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