Bayesian biostatistics /

The growth of biostatistics has been phenomenal in recent years and has been marked by considerable technical innovation in both methodology and computational practicality. One area that has experienced significant growth is Bayesian methods. The growing use of Bayesian methodology has taken place p...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Lesaffre, Emmanuel
Otros Autores: Lawson, Andrew (Andrew B.)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Chichester, West Sussex : Wiley, 2012.
Colección:Statistics in practice.
Temas:
Biometry > Methodology.
Bayesian statistical decision theory.
Biostatistics > methods
Bayes Theorem
Biométrie > Méthodologie.
Théorie de la décision bayésienne.
Théorème de Bayes.
NATURE > Reference.
SCIENCE > Life Sciences > Biology.
SCIENCE > Life Sciences > General.
Bayesian statistical decision theory
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Basic concepts in Bayesian methods
  • Bayes theorem
  • Posterior summary measures
  • More than one parameter
  • The prior distribution
  • Markov chain Monte Carlo
  • Software
  • Hierarchical models
  • Model building and assessment
  • Variable selection
  • Bioassay
  • Measurement error
  • Survival analysis
  • Longitudinal analysis
  • Disease mapping & image analysis
  • Final chapter
  • Distributions.

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