Springer Texts in Statistics

Log-Linear Models and Logistic Regression

Authors: Christensen, Ronald

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eBook $109.00
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  • ISBN 978-0-387-22624-8
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Hardcover $144.00
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About this Textbook

As the new title indicates, this second edition of Log-Linear Models has been modi?ed to place greater emphasis on logistic regression. In addition to new material, the book has been radically rearranged. The fundamental material is contained in Chapters 1-4. Intermediate topics are presented in Chapters 5 through 8. Generalized linear models are presented in Ch- ter 9. The matrix approach to log-linear models and logistic regression is presented in Chapters 10-12, with Chapters 10 and 11 at the applied Ph.D. level and Chapter 12 doing theory at the Ph.D. level. The largest single addition to the book is Chapter 13 on Bayesian bi- mial regression. This chapter includes not only logistic regression but also probit and complementary log-log regression. With the simplicity of the Bayesian approach and the ability to do (almost) exact small sample s- tistical inference, I personally ?nd it hard to justify doing traditional large sample inferences. (Another possibility is to do exact conditional inference, but that is another story.) Naturally,Ihavecleaneduptheminor?awsinthetextthatIhavefound. All examples, theorems, proofs, lemmas, etc. are numbered consecutively within each section with no distinctions between them, thus Example 2.3.1 willcomebeforeProposition2.3.2.Exercisesthatdonotappearinasection at the end have a separate numbering scheme. Within the section in which it appears, an equation is numbered with a single value, e.g., equation (1).

Table of contents (13 chapters)

Buy this book

eBook $109.00
price for USA (gross)
  • ISBN 978-0-387-22624-8
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $144.00
price for USA
  • ISBN 978-0-387-98247-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $144.00
price for USA
  • ISBN 978-1-4757-7113-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Log-Linear Models and Logistic Regression
Authors
Series Title
Springer Texts in Statistics
Copyright
1997
Publisher
Springer-Verlag New York
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-0-387-22624-8
DOI
10.1007/b97647
Hardcover ISBN
978-0-387-98247-2
Softcover ISBN
978-1-4757-7113-8
Series ISSN
1431-875X
Edition Number
2
Number of Pages
XVI, 484
Topics