Introduction to Bayesian Statistics

Copyright © 2004 John Wiley & Sons, Inc.

Introduction to Bayesian Statistics

Author(s): William M. Bolstad

Published Online: 28 JAN 2005

Print ISBN: 9780471270201

Online ISBN: 9780471722120

DOI: 10.1002/047172212X

Table of contents

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      Frontmatter (pages i–xviii)

    2. Chapter 1

      Introduction to Statistical Science (pages 1–11)

    3. Chapter 2

      Scientific Data Gathering (pages 13–28)

    4. Chapter 3

      Displaying and Summarizing Data (pages 29–54)

    5. Chapter 4

      Logic, Probability, and Uncertainty (pages 55–74)

    6. Chapter 5

      Discrete Random Variables (pages 75–94)

    7. Chapter 6

      Bayesian Inference for Discrete Random Variables (pages 95–109)

    8. Chapter 7

      Continuous Random Variables (pages 111–127)

    9. Chapter 8

      Bayesian Inference for Binomial Proportion (pages 129–146)

    10. Chapter 9

      Comparing Bayesian and Frequentist Inferences for Proportion (pages 147–167)

    11. Chapter 10

      Bayesian Inference for Normal Mean (pages 169–192)

    12. Chapter 11

      Comparing Bayesian and Frequentist Inferences for Mean (pages 193–208)

    13. Chapter 12

      Bayesian Inference for Difference between Means (pages 209–234)

    14. Chapter 13

      Bayesian Inference for Simple Linear Regression (pages 235–260)

    15. Chapter 14

      Robust Bayesian Methods (pages 261–274)

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      Appendix A: Introduction to Calculus (pages 275–293)

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      Appendix B: Use of Statistical Tables (pages 295–306)

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      Appendix C: Using the Included Minitab Macros (pages 307–315)

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      Appendix D: Using the Included R Functions (pages 317–327)

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      Appendix E: Answers to Selected Exercises (pages 329–347)

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      References (pages 349–350)

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      Index (pages 351–354)

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