A Review of Statistical Inference Problems on Markov Processes - Couverture souple

Al-Eideh, Basel M.

 
9786137430538: A Review of Statistical Inference Problems on Markov Processes
Couverture souple
ISBN 10 : 6137430537 ISBN 13 : 9786137430538
Editeur : LAP LAMBERT Academic Publishing, 2018

Synopsis

The primary goal of this book is to present a comprehensive and theoretically accessible work to graduate students and researchers to develop their skills to use the theory of statistical inference problems on Markov processes. Therefore, the main objectives of this book are to produce an expository survey of the basic results on the estimation theory and testing hypotheses in discrete Markov chains. The survey is intended to be a self- contained in the sense that the complete proofs of some important results such as the asymptotic properties of the maximum likelihood estimators, are given without resorting to sequential or cross referencing. Some tests of hypotheses for absorbing chains are also reviewed. Also, to carryout some minor contributions through the generalization and extension of certain results.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

The primary goal of this book is to present a comprehensive and theoretically accessible work to graduate students and researchers to develop their skills to use the theory of statistical inference problems on Markov processes. Therefore, the main objectives of this book are to produce an expository survey of the basic results on the estimation theory and testing hypotheses in discrete Markov chains. The survey is intended to be a self- contained in the sense that the complete proofs of some important results such as the asymptotic properties of the maximum likelihood estimators, are given without resorting to sequential or cross referencing. Some tests of hypotheses for absorbing chains are also reviewed. Also, to carryout some minor contributions through the generalization and extension of certain results.

Biographie de l'auteur

Basel M. Al-Eideh, PhD: Studied Statistics specializingin Applied Probability and Stochastic Processes atColorado State University, USA. Associate Professor,Kuwait University (2000-Present). Published more than 70research papers in numerous peer-reviewed journals.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2018
Langue
anglais
ISBN 10 
6137430537
ISBN 13 
9786137430538
Reliure
Broché
Nombre de pages
164
Coordonnées du fabricant
non disponible
Personne responsable
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