Coverart for item
The Resource Generalized linear models : with applications in engineering and the sciences, Raymond H. Myers ... [et al.], (electronic resource)

Generalized linear models : with applications in engineering and the sciences, Raymond H. Myers ... [et al.], (electronic resource)

Label
Generalized linear models : with applications in engineering and the sciences
Title
Generalized linear models
Title remainder
with applications in engineering and the sciences
Statement of responsibility
Raymond H. Myers ... [et al.]
Contributor
Subject
Genre
Language
eng
Summary
"Generalized Linear Models: With Applications in Engineering and the Sciences, Second Edition continues to provide a clear introduction to the theoretical foundations and key applications of generalized linear models (GLMs). Maintaining the same nontechnical approach as its predecessor, this update has been thoroughly extended to include the latest developments, relevant computational approaches, and modern examples from the fields of engineering and physical sciences." "The authors demonstrate the diverse applications of GLMs through numerous examples, from classical applications in the fields of biology andbiopharmaceuticals to more modern examples related to engineering and quality assurance. The Second Edition has been designed to demonstrate the growing computational nature of GLMs, as SAS, Minitab, JMp, and R software packages are used throughout the book to demonstrate fitting and analysis of generalized linear models, perform inference, and conduct diagnostic checking. Numerous figures and screen shots illustrating computer output are provided, and a related FTP site houses supplementary material, including computer commands and additional data sets." "Generalized Linear Models, Second Edition is an excellent book for courses on regression analysis and regression modeling at the upper-undergraduate and graduate level. It also servesas a valuable reference for engineers, scientists, and statisticians who must understand and apply GLMs in their work."--Jacket
Member of
Dewey number
519.5/35
Illustrations
illustrations
Index
index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Myers, Raymond H
  • Wiley InterScience (Online service)
Series statement
Wiley series in probability and statistics
http://library.link/vocab/subjectName
Linear models (Statistics)
Label
Generalized linear models : with applications in engineering and the sciences, Raymond H. Myers ... [et al.], (electronic resource)
Instantiates
Publication
Note
Rev. ed. of: Generalized linear models / Raymond H. Myers, Douglas C. Montgomery, G. Geoffrey Vining. c2002
Bibliography note
Includes bibliographical references and index
Color
multicolored
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 --
Control code
ocn779616084
Dimensions
unknown
Edition
2nd ed
Extent
1 online resource (xiii, 496 p.)
Form of item
online
Isbn
9781283446020
Isbn Type
(MyiLibrary)
Lccn
2009049310
Note
Wiley
Other control number
9786613446022
Other physical details
ill
Specific material designation
remote
System control number
(OCoLC)779616084
Label
Generalized linear models : with applications in engineering and the sciences, Raymond H. Myers ... [et al.], (electronic resource)
Publication
Note
Rev. ed. of: Generalized linear models / Raymond H. Myers, Douglas C. Montgomery, G. Geoffrey Vining. c2002
Bibliography note
Includes bibliographical references and index
Color
multicolored
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 --
Control code
ocn779616084
Dimensions
unknown
Edition
2nd ed
Extent
1 online resource (xiii, 496 p.)
Form of item
online
Isbn
9781283446020
Isbn Type
(MyiLibrary)
Lccn
2009049310
Note
Wiley
Other control number
9786613446022
Other physical details
ill
Specific material designation
remote
System control number
(OCoLC)779616084

Library Locations

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