Table of contents for Generalized linear models : with applications in engineering and the sciences / Raymond H. Myers, Douglas C. Montgomery, G. Geoffrey Vining.


Bibliographic record and links to related information available from the Library of Congress catalog


Information from electronic data provided by the publisher. May be incomplete or contain other coding.


Counter
Introduction to Linear Models.
Linear Regression Models.
Nonlinear Regression Models.
Logistic and Poisson Regression Models.
The Family of Generalized Linear Models.
Generalized Estimating Equations.
Further Advances and Applications in GLM.
Appendix 1: Background on Basic Test Statistics.
Appendix 2: Background from the Theory of Linear Models. Appendix 3: The Gauss-Markov Theroem.
Appendix 4: Computational Details for Logistic Regression.
Appendix 5: Computational Details for GLMs for a Canonical Link.
Appendix 6: Computational Details for GLMs for a Non-Canonical Link.
References.