Institute of Mathematical Statistics Lecture Notes - Monograph Series

Fundamentals of statistical exponential families with applications in statistical decision theory

Lawrence D. Brown

Series Editor: Shanti S. Gupta

Lecture Notes--Monograph Series, Volume 9
Hayward, CA: Institute of Mathematical Statistics, 1986.
284 pp.

Print on Demand

Subjects:

62E10 (primary)
62C07 (secondary)
62C15 (secondary)
62F10 (secondary)
Permanent link to this monograph: http://projecteuclid.org/euclid.lnms/1215466757
Mathmatical Reviews number (MathSciNet): MR882001
ISBN:0-940600-10-2

Copyright © 1986, Institute of Mathematical Statistics.

Miscellaneous Frontmatter

i-x

Chapter 1: Basic Properties

1-31

Chapter 2: Analytic Properties

32-69

Chapter 3: Parametrizations

70-89

Chapter 4: Applications

90-143

Chapter 5: Maximum Likelihood Estimation

144-173

Chapter 6: The Dual to the Maximum Likelihood Estimator

174-207

Chapter 7: Tail Probabilities

208-253

Appendix to Chapter 4: Pointwise Limits of Bayes Procedures

254-268

References

269-279

Index

280-284

Institute of Mathematical Statistics Lecture Notes - Monograph Series

Institute of Mathematical Statistics Lecture Notes - Monograph Series