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Analysis of Variance : Fixed, Random and Mixed Models
Analysis of Variance Fixed Random and Mixed Models Author:Hardeo Sahai, Mohammed I. Ageel The analysis of variance (ANOVA) models have become one of the most widely used tools of modern statistics for analyzing multi-factor data. These models provide versatile statistical tools for studying the relationship between a dependent variable and one or more independent variables. "The Analysis of Variance" is a new text/reference that pro... more »vides a thorough presentation to fixed, random and mixed effect analysis of variance by systematically covering models, populations, hypotheses and assumptions. It presents a comprehensive treatment of commonly used analysis of variance models and designs, giving parallel and tandem discussions for all the various models. The goal of the book is to bridge the gap between an overly abstract viewpoint and one, which underplays the concepts, ideas and essential statistical insights. A balance of both perspectives is needed to use analysis of variance models with an emphasis on intelligent use of applications and methods. Technical prerequisites and details are kept to a minimum, and summarized in helpful appendices, to insure the material is as accessible as possible for a wide readership. Topics and Features: Systematic treatment of crossed and nested classification models
Separate chapters on experimental design and finite population models
Extensive exercise sets, worked examples, applications and computational examples
Large number of numerical examples and exercises using widely used software programs, i.e., SAS, SPSS, BMDP
Complete appendices contain all background materials and needed reference concepts, terms, results and tabular data
Chapter coverage of current statistical software for analysis of variance methods and computations This new text/reference is an exceptionally complete and accessible resource for analysis of variance concepts, tool, and methods. All advanced students, graduates, practitioners and professionals in applied statistics and data analysis will find the book beneficial and an authoritative guide for the subject.« less