Log-Linear Models - Rilegato

Christensen, Ronald A.

 
9780387973982: Log-Linear Models
Rilegato
ISBN 10: 0387973982 ISBN 13: 9780387973982
Casa editrice: Springer Verlag, 1994

Sinossi

This book examines log-linear models for contingency tables. Logistic re­ gression and logistic discrimination are treated as special cases and gener­ alized linear models (in the GLIM sense) are also discussed. The book is designed to fill a niche between basic introductory books such as Fienberg (1980) and Everitt (1977) and advanced books such as Bishop, Fienberg, and Holland (1975), Haberman (1974), and Santner and Duffy (1989). lt is primarily directed at advanced Masters degree students in Statistics but it can be used at both higher and lower levels. The primary theme of the book is using previous knowledge of analysis of variance and regression to motivate and explicate the use of log-linear models. Of course, both the analogies and the distinctions between the different methods must be kept in mind. The book is written at several levels. A basic introductory course would take material from Chapters I, II (deemphasizing Section II. 4), III, Sec­ tions IV. 1 through IV. 5 (eliminating the material on graphical models), Section IV. lü, Chapter VII, and Chapter IX. The advanced modeling ma­ terial at the end of Sections VII. 1, VII. 2, and possibly the material in Section IX. 2 should be deleted in a basic introductory course. For Mas­ ters degree students in Statistics, all the material in Chapters I through V, VII, IX, and X should be accessible. For an applied Ph. D.

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Recensione

"Christensen's introduction...is more thorough than many introductory texts yet more accessible than the advanced books... a fine book, and anyone who works through it will develop a good grounding in the theory and practice of log-linear modeling." (Journal of the Am. Statistical Assoc.)

Product Description

Book by Christensen Ronald

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Editore
Springer Verlag
Data di pubblicazione
1994
Lingua
Inglese
ISBN 10 
0387973982
ISBN 13 
9780387973982
Rilegatura
Copertina rigida
Numero edizione
1
Numero di pagine
408
Contatto del produttore
non disponibile
Persona responsabile
CMN Printpool Inh. Mathis Neumann
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