Weisberg Applied Linear Regression

4. Auflage 2014
ISBN: 978-1-118-78955-1
Verlag: John Wiley & Sons
Format: PDF
Kopierschutz: Adobe DRM (»Systemvoraussetzungen)

E-Book, Englisch, 368 Seiten, E-Book

Reihe: Wiley Series in Probability and Statistics

Praise for the Third Edition
"...this is an excellent book which could easily be used as acourse text..."
--International Statistical Institute
The Fourth Edition of Applied LinearRegression provides a thorough update of the basic theoryand methodology of linear regression modeling. Demonstrating thepractical applications of linear regression analysis techniques,the Fourth Edition uses interesting, real-worldexercises and examples.
Stressing central concepts such as model building, understandingparameters, assessing fit and reliability, and drawing conclusions,the new edition illustrates how to develop estimation, confidence,and testing procedures primarily through the use of least squaresregression. While maintaining the accessible appeal of eachprevious edition,Applied Linear Regression, FourthEdition features:
* Graphical methods stressed in the initial exploratory phase,analysis phase, and summarization phase of an analysis
* In-depth coverage of parameter estimates in both simple andcomplex models, transformations, and regression diagnostics
* Newly added material on topics including testing, ANOVA, andvariance assumptions
* Updated methodology, such as bootstrapping, cross-validationbinomial and Poisson regression, and modern model selectionmethods
Applied Linear Regression, Fourth Edition is anexcellent textbook for upper-undergraduate and graduate-levelstudents, as well as an appropriate reference guide forpractitioners and applied statisticians in engineering, businessadministration, economics, and the social sciences.

Autoren/Hrsg.

Weisberg, Sanford

Über Autor(innen)

SANFORD WEISBERG, PhD, is Professor of Statistics and Director of the Statistical Consulting Service in the School of Statistics at the University of Minnesota. He is also a coauthor of Applied Regression Including Computing and Graphics and An Introduction to Regression Graphics, both published by Wiley.