Regression analysis : understanding and building business and economic models using Excel

Regression analysis : understanding and building business and economic models using Excel / J. Holton Wilson, Barry P. Keating, and Mary Beal-Hodges.

This book covers essential elements of building and understanding regression models in a business/economic context in an intuitive manner. The technique of regression analysis is used so often in business and economics today that an understanding of its use is necessary for almost everyone engaged i...

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Bibliographic Details
Main Author: Wilson, J. Holton, 1942-
Corporate Author: Business Expert Press
Other Authors: Keating, Barry P., Beal-Hodges, Mary
Format: eBook
Language:English
Published: [New York, N.Y.] (222 East 46th Street, New York, NY 10017) : Business Expert Press, 2012.
Edition:1st ed.
Series:2012 digital library.
Quantitative approaches to decision making collection.
Business Expert Press digital library.
Subjects:
Microsoft Excel (Computer file)
Regression analysis.
Econometric models.
MATHEMATICS > Probability & Statistics > Regression Analysis.
Econometric models
Regression analysis
Online Access:Click for online access
Table of Contents:
  • 1. Background issues for regression analysis
  • 2. Introduction to regression analysis
  • 3. The ordinary least squares (OLS) regression model
  • 4. Evaluation of ordinary least squares (OLS) regression models
  • 5. Point and interval estimates from a regression model
  • 6. Multiple linear regression
  • 7. A market share multiple regression model
  • 8. Qualitative events and seasonality in multiple regression models
  • 9. Nonlinear regression models
  • 10. Abercrombie & amp; Fitch Co. regression case study
  • 11. The formal ordinary least squares (OLS) regression model
  • Appendix. Some statistical background
  • Index.

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