Amazon cover image
Image from Amazon.com

An introduction to generalized linear models / Annette J. Dobson, Adrian G Barnett.

By: Dobson, Annette J, 1945-Contributor(s): Barnett, Adrian GMaterial type: TextTextLanguage: English Series: Texts in statistical sciencePublication details: Boca Raton : CRC Press, c2008. Edition: 3rd edDescription: 307 p. : ill. ; 24 cmISBN: 9781584889502 (alk. paper); 1584889500 (alk. paper)Subject(s): Linear models (Statistics)DDC classification: 519.5 LOC classification: QA276 | .D589 2008Online resources: Table of contents only | WorldCat Details | E-book Fulltext
Contents:
TOC Model fitting -- Exponential family and generalized linear models -- Estimation -- Inference -- Normal linear models -- Binary variables and logistic regression -- Nominal and ordinal logistic regression -- Poisson regression and log-linear models -- Survival analysis -- Clustered and longitudinal data -- Bayesian analysis -- Markov chain Monte Carlo methods -- Example Bayesian analyses.
Summary: Summary: Offers a cohesive framework for statistical modeling. Emphasizing numerical and graphical methods, this work enables readers to understand the unifying structure that underpins GLMs. It discusses common concepts and principles of advanced GLMs, including nominal and ordinal regression, survival analysis, and longitudinal analysis.
Tags from this library: No tags from this library for this title. Log in to add tags.
Star ratings
    Average rating: 0.0 (0 votes)
Holdings
Item type Current library Collection Call number Copy number Status Date due Barcode Item holds Course reserves
E-Book E-Book EWU Library
E-book
Non-fiction 519.5 DOI 2008 (Browse shelf(Opens below)) Not For Loan
Text Text EWU Library
Reserve Section
Non-fiction 519.5 DOI 2008 (Browse shelf(Opens below)) C-1 Not For Loan 25696
Text Text EWU Library
Reserve Section
Non-fiction 519.5 DOI 2008 (Browse shelf(Opens below)) C-2 Checked out Not For Loan 19/01/2023 25698
Text Text EWU Library
Circulation Section
Non-fiction 519.5 DOI 2008 (Browse shelf(Opens below)) C-3 Available 26760
Text Text EWU Library
Circulation Section
Non-fiction 519.5 DOI 2008 (Browse shelf(Opens below)) C-4 Available 26761

Introduction to Generalized Linear Models

Total holds: 0

Includes bibliographical references (p. [295]-301) and index.

TOC Model fitting --
Exponential family and generalized linear models --
Estimation --
Inference --
Normal linear models --
Binary variables and logistic regression --
Nominal and ordinal logistic regression --
Poisson regression and log-linear models --
Survival analysis --
Clustered and longitudinal data --
Bayesian analysis --
Markov chain Monte Carlo methods --
Example Bayesian analyses.

Summary:
Offers a cohesive framework for statistical modeling. Emphasizing numerical and graphical methods, this work enables readers to understand the unifying structure that underpins GLMs. It discusses common concepts and principles of advanced GLMs, including nominal and ordinal regression, survival analysis, and longitudinal analysis.

AS

Tahur Ahmed

There are no comments on this title.

to post a comment.

Library Home | Contacts | E-Resources
Copyright @ 2011-2022 EWU Library
East West University