10. Simple Linear Regression
Published Online: 24 MAY 2011
DOI: 10.1002/9781118023525.ch10
Copyright © 2011 John Wiley & Sons, Inc. All rights reserved.
Book Title
Quantitative Methods: An Introduction for Business Management
Additional Information
How to Cite
Brandimarte, P. (2011) Simple Linear Regression, in Quantitative Methods: An Introduction for Business Management, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9781118023525.ch10
Publication History
- Published Online: 24 MAY 2011
- Published Print: 4 APR 2011
ISBN Information
Print ISBN: 9780470496343
Online ISBN: 9781118023525
- Summary
- Chapter
- References
Keywords:
- linear regression;
- least-squares method;
- nonstochastic regressor;
- regression models;
- heteroskedastic errors
Summary
This chapter contains sections titled:
Least-Squares Method
The Need for a Statistical Framework
The Case of a Nonstochastic Regressor
Using Regression Models
A Glimpse of Stochastic Regressors and Heteroskedastic Errors
A Vector Space Look at Linear Regression