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Regression analysis and its application : a data-oriented approach /

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"Regression Analysis and Its Application: A Data-Oriented Approach answers the need for researchers and students who would like a better understanding of classical regression analysis. Useful either as a textbook or as a reference source, this book bridges the gap between the purely theoretical...

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Bibliographic Details
Main Authors: Gunst, Richard F. (Author), Mason, Robert L. (Author)
Corporate Author: Taylor & Francis
Format: eBook
Language:English
Published: Boca Raton : CRC Press, 2017.
Edition:First edition.
Subjects:
Regression analysis.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • chapter 1 Introduction / Richard F. Guest Robert L. Mason
  • chapter 2 Initial Data Exploration / Richard F. Guest Robert L. Mason
  • chapter 3 Single-Variable Least Squares / Richard F. Guest Robert L. Mason
  • chapter 4 Multiple-Variable Preliminaries / Richard F. Guest Robert L. Mason
  • chapter 5 Multiple-Variable Least Squares / Richard F. Guest Robert L. Mason
  • chapter 6 Inference / Richard F. Guest Robert L. Mason
  • chapter 7 Residual Analysis / Richard F. Guest Robert L. Mason
  • chapter 8 Variable Selection Techniques / Richard F. Guest Robert L. Mason
  • chapter 9 Multicollinearity Effects / Richard F. Guest Robert L. Mason
  • chapter 10 Biased Regression Estimators / Richard F. Guest Robert L. Mason.