Applied Linear Regression

Name: Applied Linear Regression
Price: 2.88 USD
Availability: InStock
ISBN: 9780471663799

ISBN-10: 0471663794

ISBN-13: 9780471663799

Edition: 3rd 2005 (Revised)

Authors: Sanford Weisberg

List price: $162.00

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Description:

Applied Linear Regression, Third Edition is thoroughly updated to help students master the theory and applications of linear regression modeling. Focusing on model building, assessing fit and reliability, and drawing conclusions, the text demonstrates how to develop estimation, confidence, and testing procedures primarily through the use of least squares regression. To facilitate quick learning, this Third Edition stresses using graphical methods to find appropriate models and to better understand them. In that spirit, most analyses and homework problems use graphs for the discovery of structure as well as for the summarization of results. This text is an excellent tool for learning how to…

Book details

List price: $162.00
Edition: 3rd
Copyright year: 2005
Publisher: John Wiley & Sons, Incorporated
Publication date: 2/11/2005
Binding: Hardcover
Pages: 336
Size: 6.25" wide x 9.50" long x 1.00" tall
Weight: 1.276
Language: English



Simple Linear Regression


Multiple Regression


Drawing Conclusions


Weighted Least Squares, Testing for Lack of Fit, General F-tests, and Confidence Ellipsoids


Diagnostics I: Residuals and Influence


Diagnostics II: Symptoms and Remedies


Model Building I: Defining New Predictors


Model Building II: Collinearity and Variable Selection


Prediction


Incomplete Data


Non-least Squares Estimation


Generalizations of Linear Regression


Appendixes


Tables


References


Symbol Index


Index