An Extension Of Quasi Likelihood Estimation

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An Extension Of Quasi Likelihood Estimation

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Author : Godambe, V. P
language : en
Publisher:
Release Date : 1987

An Extension Of Quasi Likelihood Estimation written by Godambe, V. P and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with Estimation theory categories.

Quasi Likelihood And Its Application

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Author : Christopher C. Heyde
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-01-08

Quasi Likelihood And Its Application written by Christopher C. Heyde and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-01-08 with Mathematics categories.

The first account in book form of all the essential features of the quasi-likelihood methodology, stressing its value as a general purpose inferential tool. The treatment is rather informal, emphasizing essential principles rather than detailed proofs, and readers are assumed to have a firm grounding in probability and statistics at the graduate level. Many examples of the use of the methods in both classical statistical and stochastic process contexts are provided.

On Quasi Likelihood Estimation

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Author : Youyi Chen
language : en
Publisher:
Release Date : 1991

On Quasi Likelihood Estimation written by Youyi Chen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with categories.

Quasi Likelihood And Its Application

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Author : Christopher C. Heyde
language : en
Publisher:
Release Date : 2014-01-15

Quasi Likelihood And Its Application written by Christopher C. Heyde and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-01-15 with categories.

Penalized Quasi Likelihood Estimation In Partial Linear Models

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Author : Enno Mammen
language : en
Publisher:
Release Date : 2007

Penalized Quasi Likelihood Estimation In Partial Linear Models written by Enno Mammen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with categories.

Maximum Likelihood Estimation And Inference

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Author : Russell B. Millar
language : en
Publisher: John Wiley & Sons
Release Date : 2011-07-26

Maximum Likelihood Estimation And Inference written by Russell B. Millar and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-07-26 with Mathematics categories.

This book takes a fresh look at the popular and well-established method of maximum likelihood for statistical estimation and inference. It begins with an intuitive introduction to the concepts and background of likelihood, and moves through to the latest developments in maximum likelihood methodology, including general latent variable models and new material for the practical implementation of integrated likelihood using the free ADMB software. Fundamental issues of statistical inference are also examined, with a presentation of some of the philosophical debates underlying the choice of statistical paradigm. Key features: Provides an accessible introduction to pragmatic maximum likelihood modelling. Covers more advanced topics, including general forms of latent variable models (including non-linear and non-normal mixed-effects and state-space models) and the use of maximum likelihood variants, such as estimating equations, conditional likelihood, restricted likelihood and integrated likelihood. Adopts a practical approach, with a focus on providing the relevant tools required by researchers and practitioners who collect and analyze real data. Presents numerous examples and case studies across a wide range of applications including medicine, biology and ecology. Features applications from a range of disciplines, with implementation in R, SAS and/or ADMB. Provides all program code and software extensions on a supporting website. Confines supporting theory to the final chapters to maintain a readable and pragmatic focus of the preceding chapters. This book is not just an accessible and practical text about maximum likelihood, it is a comprehensive guide to modern maximum likelihood estimation and inference. It will be of interest to readers of all levels, from novice to expert. It will be of great benefit to researchers, and to students of statistics from senior undergraduate to graduate level. For use as a course text, exercises are provided at the end of each chapter.

Quasi Likelihood Estimation In Stochastic Regression Models

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Author : Youyi Chen
language : en
Publisher:
Release Date : 1991

Quasi Likelihood Estimation In Stochastic Regression Models written by Youyi Chen and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1991 with Estimation theory categories.

Quasi Likelihood Estimation

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Author : David Firth
language : en
Publisher:
Release Date : 1987

Quasi Likelihood Estimation written by David Firth and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987 with categories.

Restrained Quasi Likelihood Estimation And Projection

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Author : Concordia University. Department of Economics
language : en
Publisher:
Release Date : 1995

Restrained Quasi Likelihood Estimation And Projection written by Concordia University. Department of Economics and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1995 with categories.

A Note On Extended Quasi Likelihood

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Author : Marie Davidian
language : en
Publisher:
Release Date : 1987*

A Note On Extended Quasi Likelihood written by Marie Davidian and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1987* with Estimation theory categories.

The authors study the method of extended quasi-likelihood estimation of the variance function. This method is shown to be closely related to the method of psuedo-likelihood estimation as in Carroll & Ruppert (1982). Keywords: Asymptotic normality; Statistical inference; Heteroscedastic regression model.