Log-Linear Models and Logistic Regression (Springer Texts in Statistics)

Christensen, Ronald

ISBN 10: 0387982477 / ISBN 13: 9780387982472

Verlag: Springer, NY, 1997

Beschreibung

No markings.

Bestandsnummer des Verkäufers 00039537

Bibliografische Details

• Titel: Log-Linear Models and Logistic Regression (Springer Texts in Statistics)
• Verlag: Springer, NY
• Erscheinungsjahr: 1997
• Sprache: Englisch
• ISBN-10: 0387982477
• ISBN-13: 9780387982472
• Einband: Hardcover
• Auflage: Second Edition.
• Zustand: Fine
• Verkäuferkataloge:
  • Mathematics

Über diesen Titel

Inhaltsangabe

The primary focus here is on log-linear models for contingency tables, but in this second edition, greater emphasis has been placed on logistic regression. The book explores topics such as logistic discrimination and generalised linear models, and builds upon the relationships between these basic models for continuous data and the analogous log-linear and logistic regression models for discrete data. It also carefully examines the differences in model interpretations and evaluations that occur due to the discrete nature of the data. Sample commands are given for analyses in SAS, BMFP, and GLIM, while numerous data sets from fields as diverse as engineering, education, sociology, and medicine are used to illustrate procedures and provide exercises. Throughoutthe book, the treatment is designed for students with prior knowledge of analysis of variance and regression.