Bayesian Ideas and Data Analysis : an Introduction for Scientists and Statisticians.

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This book provides a good introduction to Bayesian approaches to applied statistical modelling. ... The authors have fulfilled their main aim of introducing Bayesian ideas through examples using a large number of statistical models. An interesting feature of this book is the humour of the authors th...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Christensen, Ronald
Otros Autores: Johnson, Wesley, Branscum, Adam, Hanson, Timothy E.
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Hoboken : CRC Press, 2010.
Colección:Chapman & Hall/CRC Texts in Statistical Science.
Temas:
Bayesian statistical decision theory.
Théorie de la décision bayésienne.
MATHEMATICS > Applied.
MATHEMATICS > Probability & Statistics > General.
Bayesian statistical decision theory
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Front cover; Contents; Preface; Chapter 1: Prologue; Chapter 2: Fundamental Ideas I; Chapter 3: Integration Versus Simulation; Chapter 4: Fundamental Ideas II; Chapter 5:Comparing Populations; Chapter 6: Simulations; Chapter 7: Basic Concepts of Regression; Chapter 8: Binomial Regression; Chapter 9: Linear Regression; Chapter 10: Correlated Data; Chapter 11: Count Data; Chapter 12: Time to Event Data; Chapter 13: Time to Event Regression; Chapter 14: Binary Diagnostic Tests; Chapter 15: Nonparametric Models; Appendix A: Matrices and Vectors; Appendix B: Probability.
  • Appendix C: Getting Started in RReferences; Author Index; Subject Index; Back cover.

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