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Regression, ANOVA, and the General Linear Model

Regression, ANOVA, and the General Linear Model PDF Author: Peter Vik
Publisher: SAGE Publications
ISBN: 1483310337
Category : Social Science
Languages : en
Pages : 345

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Book Description
Peter Vik's Regression, ANOVA, and the General Linear Model: A Statistics Primer demonstrates basic statistical concepts from two different perspectives, giving the reader a conceptual understanding of how to interpret statistics and their use. The two perspectives are (1) a traditional focus on the t-test, correlation, and ANOVA, and (2) a model-comparison approach using General Linear Models (GLM). This book juxtaposes the two approaches by presenting a traditional approach in one chapter, followed by the same analysis demonstrated using GLM. By so doing, students will acquire a theoretical and conceptual appreciation for data analysis as well as an applied practical understanding as to how these two approaches are alike.