Information and exponential families : in statistical theory /

• Main Author: Barndorff-Nielsen, O. E. (Ole E.) (Author)
• Format: eBook
• Language: English
• Published: Chichester [U.K.] ; New York : John Wiley & Sons, 2014.
• Series: Wiley series in probability and statistics.
• Subjects: Exponential families (Statistics); Sufficient statistics.; Distribution (Probability theory); Exponential functions.; MATHEMATICS > Applied.; MATHEMATICS > Probability & Statistics > General.; Electronic books.

Table of Contents:

• Likelihood and plausibility
• Sample-hypothesis duality and Lods functions
• Logic of integral separation. Ancillarity and sufficiency
• Convex analysis
• Log-concavity and unimodality
• Laplace transforms
• Introductory theory of exponential families
• Duality and exponential families
• Inferential separation and exponential families.