Exponential Families

Multivariate Exponential Families: A Concise Guide to Statistical Inference  eBooks & eLearning

Posted by AvaxGenius at Oct. 8, 2021
Multivariate Exponential Families: A Concise Guide to Statistical Inference

Multivariate Exponential Families: A Concise Guide to Statistical Inference by Stefan Bedbur
English | PDF,EPUB | 2021 | 147 Pages | ISBN : 3030818993 | 10.8 MB

This book provides a concise introduction to exponential families. Parametric families of probability distributions and their properties are extensively studied in the literature on statistical modeling and inference. Exponential families of distributions comprise density functions of a particular form, which enables general assertions and leads to nice features.

Exponential Families in Theory and Practice  eBooks & eLearning

Posted by hill0 at Dec. 10, 2022
Exponential Families in Theory and Practice

Exponential Families in Theory and Practice
English | 2023 | ISBN: 1108488900 | 263 Pages | PDF | 2 MB

Information and Exponential Families: In Statistical Theory  eBooks & eLearning

Posted by step778 at July 13, 2018
Information and Exponential Families: In Statistical Theory

O. Barndorff-Nielsen, "Information and Exponential Families: In Statistical Theory"
2014 | pages: 236 | ISBN: 111885750X | DJVU | 7,3 mb

Statistical Modelling by Exponential Families  eBooks & eLearning

Posted by hill0 at Jan. 2, 2020
Statistical Modelling by Exponential Families

Statistical Modelling by Exponential Families
(Institute of Mathematical Statistics Textbooks Book 12)
by Rolf Sundberg

English | 2019 | ISBN: 1108476597 | 286 Pages | PDF | 4 MB

Exponential Families of Stochastic Processes  eBooks & eLearning

Posted by step778 at Feb. 4, 2015
Exponential Families of Stochastic Processes

Uwe Küchler, Michael Sorensen, "Exponential Families of Stochastic Processes"
1997 | pages: 333 | ISBN: 038794981X | PDF | 5 mb
Statistical Estimation for Truncated Exponential Families (SpringerBriefs in Statistics)

Statistical Estimation for Truncated Exponential Families (SpringerBriefs in Statistics) by Masafumi Akahira
English | 4 Sept. 2017 | ISBN: 9811052956 | 136 Pages | PDF | 2.34 MB

This book presents new findings on nonregular statistical estimation. Unlike other books on this topic, its major emphasis is on helping readers understand the meaning and implications of both regularity and irregularity through a certain family of distributions.

Statistical Estimation for Truncated Exponential Families  eBooks & eLearning

Posted by roxul at Nov. 14, 2017
Statistical Estimation for Truncated Exponential Families

Masafumi Akahira, "Statistical Estimation for Truncated Exponential Families"
English | 4 Sept. 2017 | ISBN: 9811052956 | 136 Pages | EPUB | 4 MB

Statistical Estimation for Truncated Exponential Families (Repost)  eBooks & eLearning

Posted by AvaxGenius at April 14, 2018
Statistical Estimation for Truncated Exponential Families (Repost)

Statistical Estimation for Truncated Exponential Families By Masafumi Akahira
English | PDF | 2017 | 133 Pages | ISBN : 9811052956 | 2.33 MB

This book presents new findings on nonregular statistical estimation. Unlike other books on this topic, its major emphasis is on helping readers understand the meaning and implications of both regularity and irregularity through a certain family of distributions. In particular, it focuses on a truncated exponential family of distributions with a natural parameter and truncation parameter as a typical nonregular family.
The Fascination of Probability, Statistics and their Applications: In Honour of Ole E. Barndorff-Nielsen

The Fascination of Probability, Statistics and their Applications: In Honour of Ole E. Barndorff-Nielsen by Mark Podolskij
English | PDF | 2016 | 529 Pages | ISBN : 3319258249 | 8.43 MB

Collecting together twenty-three self-contained articles, this volume presents the current research of a number of renowned scientists in both probability theory and statistics as well as their various applications in economics, finance, the physics of wind-blown sand, queueing systems, risk assessment, turbulence and other areas.
"Geometrical Foundations of Asymptotic Inference" by Robert E. Kass, Paul W. Vos

"Geometrical Foundations of Asymptotic Inference" by Robert E. Kass, Paul W. Vos
Wilеу Series in Probability and Statistics
Wilеу-Interscience | 1997 | ISBN: 0471826685 9780471826682 | 378 pages | PDF | 15 MB

This book is dedicated to differential geometry and provides an aesthetically appealing and often revealing view of statistical inference. Beginning with an elementary treatment of one-parameter statistical models and ending with an overview of recent developments, this is the first book to provide an introduction to the subject that is largely accessible to readers not already familiar with differential geometry.