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Generalized linear models : with applications in engineering and the sciences /

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Bibliographic Details
Other Authors: Myers, Raymond H.
Format: eBook
Language:English
Published: Hoboken, N.J. : Wiley, [2010]
Edition:2nd ed.
Series:Wiley Online Library.
Wiley series in probability and statistics.
Subjects:
Lineares Modell.
Verallgemeinertes lineares Modell.
Linear models (Statistics)
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Front Matter
  • Introduction to Generalized Linear Models
  • Linear Regression Models
  • Nonlinear Regression Models
  • Logistic and Poisson Regression Models
  • The Generalized Linear Model
  • Generalized Estimating Equations
  • Random Effects in Generalized Linear Models
  • Designed Experiments and the Generalized Linear Model
  • Appendix A.1: Background on Basic Test Statistics
  • Appendix A.2: Background from the Theory of Linear Models
  • Appendix A.3: The Gauss₆Markov Theorem, Var(e) = sI
  • Appendix A.4: The Relationship Between Maximum Likelihood Estimation of the Logistic Regression Model and Weighted Least Squares
  • Appendix A.5: Computational Details for GLMs for a Canonical Link
  • Appendix A.6: Computational Details for GLMs for a Noncanonical Link
  • References
  • Index
  • Wiley Series in Probability and Statistics