Bayesian ideas and data analysis an introduction for scientists and statisticians

Bayesian ideas and data analysis an introduction for scientists and statisticians

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Bibliographic Details
Other Authors: Christensen, Ronald 1951-
Format: Book
Published: Boca Raton, FL CRC Press 2011
Series:Texts in statistical science
Subjects:
Bayesian statistical decision theory
Online Access:Click Here to View Status and Holdings.
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Table of Contents:
  • Prologue
  • Fundamental ideas I
  • Integration versus simulation
  • Fundamental ideas II
  • Comparing populations
  • Simulations
  • Basic concepts of regression
  • Binominal regression
  • Linear regression
  • Correlated data
  • Count data
  • Time to event data
  • Time to event regression
  • Binary diagnostic tests
  • Nonparametric models
  • Appendix A: Matrices and vectors
  • Appendix B: Probability
  • Appendix C: Getting started in R.

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