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Generalized Linear Models and Extensions

- Fourth Edition

af James W. (University of South Carolina Hardin
Generalized Linear Models and Extensions af James W. (University of South Carolina Hardin
Bag om Generalized Linear Models and Extensions

Generalized linear models (GLMs) extend linear regression to models with a non-Gaussian, or even discrete, response. This text thoroughly covers GLMs, both theoretically and computationally, with an emphasis on Stata. The theory consists of showing how the various GLMs are special cases of the exponential family.

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  • Sprog:
  • Engelsk
  • ISBN:
  • 9781597182256
  • Indbinding:
  • Paperback
  • Sideantal:
  • 598
  • Udgivet:
  • 27. april 2018
  • Udgave:
  • 4
  • Størrelse:
  • 241x187x41 mm.
  • Vægt:
  • 1242 g.
  • Ukendt - mangler pt..

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Generalized linear models (GLMs) extend linear regression to models with a non-Gaussian, or even discrete, response. This text thoroughly covers GLMs, both theoretically and computationally, with an emphasis on Stata. The theory consists of showing how the various GLMs are special cases of the exponential family.

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