Contingency Table Analysis Methods and Implementation Using R /

• Κύριος συγγραφέας: Kateri, Maria (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: New York, NY : Springer New York : Imprint: Birkhäuser, 2014.
• Σειρά: Statistics for Industry and Technology
• Θέματα: Statistics.; Applied mathematics.; Engineering mathematics.; Statistical Theory and Methods.; Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law.; Statistics for Life Sciences, Medicine, Health Sciences.; Statistics and Computing/Statistics Programs.; Applications of Mathematics.

Combining theory and applications, this book presents models and methods for the analysis of two‐ and multi‐dimensional contingency tables. The author uses a threefold approach: fundamental models and related inferences are presented, their interpretational aspects are highlighted, and their practic...

Πίνακας περιεχομένων:

• Preface
• Introduction
• Analysis of Two-Way Tables
• Analysis of Multi-Way Tables
• Log-Linear Models
• Generalized Linear Models and Extensions
• Association Models
• More on Association Models and Related Methods
• Response Variable Analysis in Contingency Tables
• Analysis of Square Tables
• Further Topics.