Weisberg, Sanford, 1947-

Applied linear regression / Sanford Weisberg. - 3rd ed. - Hoboken, N.J. : Wiley-Interscience, ©2005. - 1 online resource (xvi, 310 pages) : illustrations. - Wiley series in probability and statistics . - Wiley series in probability and statistics. .

Includes bibliographical references (pages 293-299) and indexes.

Scatterplots and regression -- Simple linear regression -- Multiple regression -- Drawing conclusions -- Weights, lack of fit, and more -- Polynomials and factors -- Transformations -- Regression diagnostics : residuals -- Outliers and influence -- Variable selection -- Nonlinear regression -- Logistic regression.

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.

0471704083 9780471704089 0471663794 9780471663799 0471704091 9780471704096

10.1002/0471704091 doi

EBL226624 eBook Library http://www.eblib.com


Regression analysis.
Analyse de régression.
MATHEMATICS--Probability & Statistics--Regression Analysis.
Regression analysis.
Lineaire regressie.
Regressieanalyse.


Electronic books.

QA278.2 / .W44 2005eb

519.5/36