Applied Linear Regression

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  More...

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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: 1.562
Language: English

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 use linear regression analysis techniques to solve and gain insight into real-life problems.

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

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