The Association Graph and the Multigraph for Loglinear Models
Paperback
Lieferzeit: Print on Demand - Lieferbar innerhalb von 3-5 Werktagen I
ISBN-13:
9781412972383
Veröffentl:
2011
Einband:
Paperback
Erscheinungsdatum:
12.01.2011
Seiten:
136
Autor:
Harry J. Khamis
Gewicht:
182 g
Format:
216x140x8 mm
Sprache:
Englisch
Beschreibung:
The Association Graph and the Multigraph for Loglinear Models will help students, particularly those studying the analysis of categorical data, to develop the ability to evaluate and unravel even the most complex loglinear models without heavy calculations or statistical software. This supplemental text reviews loglinear models, explains the association graph, and introduces the multigraph to students who may have little prior experience of graphical techniques, but have some familiarity with categorical variable modeling. The author presents logical step-by-step techniques from the point of view of the practitioner, focusing on how the technique is applied to contingency table data and how the results are interpreted.
Looking at the multigraph representations of loglinear models, this is a clear, introductory text on the area of graphical models and is an ideal text for those new to the field.
About the AuthorSeries Editor¿s IntroductionChapter 1. IntroductionChapter 2. Structures of AssociationChapter 3. Loglinear Model ReviewChapter 4. Association Graphs for Loglinear ModelsChapter 5. Collapsibility Conditions and the Association GraphChapter 6. The Generator Multigraph Chapter 7. Fundamental Conditional Independencies for Nondecomposable Loglinear Models Chapter 8. Conclusions and Additional ExamplesData Sets ReferencesAuthor IndexSubject Index