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Bayesian inference : with ecological applications /

This text is written to provide a mathematically sound but accessible and engaging introduction to Bayesian inference specifically for environmental scientists, ecologists and wildlife biologists. It emphasizes the power and usefulness of Bayesian methods in an ecological context. The advent of fast...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Link, William August, 1957-
Otros Autores: Barker, Richard J.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Amsterdam ; Boston ; London : Elsevier/Academic, 2010.
Edición:1st ed.
Temas:
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Chapter 1. Bayesian Inference
  • Chapter 2. Probability
  • Chapter 3. Statistical Inference
  • Chapter 4. Posterior Calculations
  • Chapter 5. Bayesian Prediction
  • Chapter 6. Priors
  • Chapter 7. Multimodel Inference
  • Chapter 8. Hidden Data Models
  • Chapter 9. Closed-Population Mark-Recapture Models
  • Chapter 10. Latent Multinomials
  • Chapter 11. Open Population Models
  • Chapter 12. Individual Fitness
  • Chapter 13. Autoregressive Smoothing.