Understanding Regression Analysis

Released on by Michael Patrick Allen
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  • Understanding Regression Analysis Book Detail

  • Author : Michael Patrick Allen
  • Release Date : 2007-11-23
  • Publisher : Springer Science & Business Media
  • Genre : Social Science
  • Pages : 227
  • ISBN 13 : 0585256578
  • File Size : 24,24 MB
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Understanding Regression Analysis by Michael Patrick Allen PDF Summary

Book Description: 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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