Description

Book Synopsis
Introduction.- Exponential Family of Distributions.- Univariate GLM.- Estimation and Tests for Univariate GLM.- Quasi Likelihood.- Multivariate Data and GLM: Generalized Estimating Equations.- Generalized Linear Mixed Models.- Extension of GLM for Bivariate Data.- Extension of GLM for Multivariate Data: Alternative Models.- Generalized Quasi Likelihood Methods.- Bayesian Approach for GLM.- GLM for Big Data Analytics.

Generalized Linear Models and Extensions

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    A Hardback by M. Ataharul Islam

    15 in stock


      View other formats and editions of Generalized Linear Models and Extensions by M. Ataharul Islam

      Publisher: Springer
      Publication Date: 02/06/2025
      ISBN13: 9789819647255, 978-9819647255
      ISBN10:
      Also in:
      Mathematics Probability and statistics

      Description

      Book Synopsis
      Introduction.- Exponential Family of Distributions.- Univariate GLM.- Estimation and Tests for Univariate GLM.- Quasi Likelihood.- Multivariate Data and GLM: Generalized Estimating Equations.- Generalized Linear Mixed Models.- Extension of GLM for Bivariate Data.- Extension of GLM for Multivariate Data: Alternative Models.- Generalized Quasi Likelihood Methods.- Bayesian Approach for GLM.- GLM for Big Data Analytics.

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