Generalized linear models

Generalized linear models

by McCullagh, P., (Peter)

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Updated and expanded edition of a text for graduate and advanced undergraduate students of applied statistics. Differs most conspicuously from the 1983 edition in that exercises can now be found at the end of each of the fifteen chapters.

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Title Statements

  • Full title :Generalized linear models / P. McCullagh and J.A. Nelder.

Summary

Updated and expanded edition of a text for graduate and advanced undergraduate students of applied statistics. Differs most conspicuously from the 1983 edition in that exercises can now be found at the end of each of the fifteen chapters.

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Edition Statements

  • Publication Date:1989.
  • Edition:2nd ed

Publication Statements

  • Publisher(s):Chapman and Hall
  • Place of Publication:Boca Raton
  • Language:eng
  • Publication Date:1989.

The Physical Object

  • Description:xix, 511 pages : : illustrations ; : 23 cm

Edition Identifiers

  • ISBN:0412317605, 9780412317606
  • oclc:ocm24289044
  • LC Classification:QA276
  • Dewey Decimal:519.5

Table of Contents

An outline of generalized linear models -- Models for continuous data with constant variance -- Binary data -- Models for polytomous data -- Log-linear models -- Conditional likelihoods -- Models with constant coefficient of variation -- Quasi-likelihood functions -- Joint modelling of mean and dispersion -- Models with additional non-linear parameters -- Model checking -- Models for survival data -- Components of dispersion -- Further topics.

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Subjects

31.73 mathematical statistics Analysis of variance Correlatie- en regressieanalyse Correlation and Regression Analysis Lineaire modellen LINEAR MODELS Linear models (Statistics) Linear statistical models matrices Modèles linéaires (statistique) Statistical Analysis Statistical inference Statistische Analyse statistische inferentie studieboeken Textbooks variance components variantie-analyse variantiecomponenten

Writers

McCullagh, P., (Peter) Nelder, John A.

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