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Archive entry:
9789811052965 - Masafumi Akahira: Statistical Estimation for Truncated Exponential Families - Book

Masafumi Akahira (?):

Statistical Estimation for Truncated Exponential Families (2017) (?)

Delivery from: United Kingdom of Great Britain and Northern IrelandBook is in english languageNew bookeBook, e-Book, digital bookproduct for digital download
ISBN:

9789811052965 (?) or 9811052964

, in english, Springer, Springer, Springer, New, ebook, digital download
in-stock
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. This focus includes the (truncated) Pareto distribution, which is widely used in various fields such as finance, physics, hydrology, geology, astronomy, and other disciplines. The family is essential in that it links both regular and nonregular distributions, as it becomes a regular exponential family if the truncation parameter is known. The emphasis is on presenting new results on the maximum likelihood estimation of a natural parameter or truncation parameter if one of them is a nuisance parameter. In order to obtain more information on the truncation, the Bayesian approach is also considered. Further, the application to some useful truncated distributions is discussed. The illustrated clarification of the nonregular structure provides researchers and practitioners with a solid basis for further research and applications.
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Category: Mathematics
Keywords: Statistical Estimation for Truncated Exponential Families Masafumi Akahira Statistics Mathematics 9789811052965
Data from 08/03/2017 01:35h
ISBN (alternative notations): 981-10-5296-4, 978-981-10-5296-5
Archive entry:
9789811052965 - Statistical Estimation for Truncated Exponential Families als eBook von Masafumi Akahira - Book

Statistical Estimation for Truncated Exponential Families als eBook von Masafumi Akahira (?)

Delivery from: GermanyNew bookeBook, e-Book, digital bookproduct for digital download
ISBN:

9789811052965 (?) or 9811052964

, unknown language, New, ebook, digital download
Statistical Estimation for Truncated Exponential Families ab 44.49 EURO, Statistical Estimation for Truncated Exponential Families ab 44.49 EURO
Category: eBooks > Fachthemen & Wissenschaft > Mathematik
Data from 08/03/2017 01:35h
ISBN (alternative notations): 981-10-5296-4, 978-981-10-5296-5

9789811052965

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