Seminar

INTRODUCCIÓN A LA ESTADÍSTICA BAYESIANA / BAYESIAN ESTATISTIKARAKO SARRERA / AN INTRODUCTION TO BAYESIAN STATISTICS

PDF (0,6 Mb)

CONTENTS

 

  1. INTRODUCTION (11)
  2. FOUNDATIONS (14)
    1. Probability as a Measure of Conditional Uncertainty (14)
    2. Statistical Inference and Decision Theory (16)
    3. Exchangeability and Representation Theorem (18)
  3. THE BAYESIAN PARADIGM (19)
    1. The Learning Process (20)
    2. Predictive Distributions(25)
    3. Asymptotic Behaviour (26)
  4. INFERENCE SUMMARIES (28)
    1. Estimation (28)
    2. Hypothesis Testing (33)
  5. REFERENCE ANALYSIS (36)
    1. Reference Distributions (37)
    2. Frequentist Properties (43)
  6. A SIMPLIFIED CASE STUDY(45)
    1. Objective Bayesian Analysis(46)
    2. Sensitivity Analysis (49)
  7. DISCUSSION AND FURTHER ISSUES(50)
    1. Coherence (51)
    2. Objectivity(51)
    3. Applicability (52)
  8. ANNOTATED BIBLIOGRAPHY (54)

Your feedback.  Help us to make our web better

How would you rate the information on the site?
Very useful
Useful
Barely useful
Not useful at all
Would you like to make a suggestion?
Yes, I would
Send