Quasi-likelihood and its application

a general approach to optimal parameter estimation

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Last edited by MARC Bot
September 28, 2024 | History

Quasi-likelihood and its application

a general approach to optimal parameter estimation

This is author-approved bcc: Quasi-likelihood is a very generally applicable estimating function based methodology for optimally estimating model parameters in systems subject to random effects. Only assumptions about means and covariances are required in contrast to the full distributional assumptions of ordinary likelihood based methodology. This monograph gives the first account in book form of all the essential features of the quasi-likelihood methodology,and stresses its value as a general purpose inferential tool. The treatment is rather informal, emphasizing essential princples rather than detailed proofs. Many examples of the use of the methods in both classical statistical and stochastic process contexts are provided. Readers are assumed to have a firm grounding in probability and statistics at the graduate level. Christopher Heyde is Professor of Statistics at both Columbia University in New York and the Australian National University in Canberra. He is also Director of the Center for Applied Probability at Columbia. He is a Fellow of the Australian Academy of Science and has been Foundation Dean of the School of Mathematical Sciences at the Australian National University and Foundation Director of the Key Centre for Statistical Sciences in Melbourne. He has served as President of the Bernoulli Society and Vice President of the International Statistical Institute and is Editor-in-Chief of the international probability journals "Journal of Applied Probability" and "Advances in Applied Probability". He has done considerable distinguished research in probability and statistics which has been honoured by the awards of the Pitman Medal (1988),Hannan Medal

Publish Date
Publisher
Springer
Language
English
Pages
235

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Previews available in: English

Book Details


Edition Notes

Includes bibliographical references (p. [211]-226) and index.

Published in
New York
Series
Springer series in statistics

Classifications

Dewey Decimal Class
519.5/44
Library of Congress
QA276.8 .H475 1997, T57-57.97, QA276-280

The Physical Object

Pagination
ix, 235 p. ;
Number of pages
235

ID Numbers

Open Library
OL665539M
Internet Archive
quasilikelihoodi00heyd
ISBN 10
0387982256
LCCN
97011168
OCLC/WorldCat
36509963
Library Thing
1521699
Goodreads
4051569

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History

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September 28, 2024 Edited by MARC Bot import existing book
February 26, 2022 Edited by ImportBot import existing book
April 28, 2010 Edited by Open Library Bot Linked existing covers to the work.
February 5, 2010 Edited by WorkBot add more information to works
December 10, 2009 Created by WorkBot add works page