Understanding Regression Analysis

Understanding Regression Analysis
Author :
Publisher : Springer Science & Business Media
Total Pages : 216
Release :
ISBN-10 : 9780585256573
ISBN-13 : 0585256578
Rating : 4/5 (73 Downloads)

Book Synopsis Understanding Regression Analysis by : Michael Patrick Allen

Download or read book Understanding Regression Analysis written by Michael Patrick Allen and published by Springer Science & Business Media. This book was released on 2007-11-23 with total page 216 pages. Available in PDF, EPUB and Kindle. Book excerpt: By assuming it is possible to understand regression analysis without fully comprehending all its underlying proofs and theories, this introduction to the widely used statistical technique is accessible to readers who may have only a rudimentary knowledge of mathematics. Chapters discuss: -descriptive statistics using vector notation and the components of a simple regression model; -the logic of sampling distributions and simple hypothesis testing; -the basic operations of matrix algebra and the properties of the multiple regression model; -testing compound hypotheses and the application of the regression model to the analyses of variance and covariance, and -structural equation models and influence statistics.


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