Applied Linear Regression Models

International Edition

Michael H. Kutner, Christopher J. Nachtsheim, John Neter

702 pages, parution le 16/12/2003 (4^eme édition)

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Résumé

Applied Linear Regression Models continues to provide a thoughtful and understandable blend of the theory and applications of regression models in real life situations. In this Fourth Edition, the authors have provided improved organization and expanded coverage of key concepts such as model selection and validation, logistic regression, regression trees, and neural networks. The use of graphics and real-world data sets in examples, exercises, and case studies has been intensified, reflecting the ever-increasing role of computing in statistics and modeling.

Hundreds of professors and other researchers have provided valuable suggestions and contributed directly or indirectly to the final contents of this text as well as the related Applied Linear Statistics Models, Fifth Edition-forthcoming. The author team and the McGraw-Hill Company are grateful to all.

Simple linear regression
- Linear regression with one predictor variable
- Inferences in regression and correlation analysis
- Diagnostics and remedial measures
- Simultaneous inferences and other topics in regression analysis
- Matrix approach to simple linear regression analysis
Multiple linear regression
- Multiple regression I
- Multiple regression II
- Regression models for quantitative and qualitative predictors
- Building the regression model I: Model selection and validation
- Building the regression model II: Diagnostics
- Building the regression model III: Remedial measures
- Autocorrelation in time series data
Nonlinear regression
- Introduction to nonlinear regression and neural networks
- Logistic regression, poison regression, and generalized linear models
- Appendixes

L'auteur - Michael H. Kutner

Emory University

L'auteur - Christopher J. Nachtsheim

University of Minnesota

L'auteur - John Neter

University of Georgia

Caractéristiques techniques

	PAPIER
Éditeur(s)	Mc Graw Hill
Auteur(s)	Michael H. Kutner, Christopher J. Nachtsheim, John Neter
Parution	16/12/2003
Édition	4^eme édition
Nb. de pages	702
Format	18,5 x 23
Couverture	Broché
Poids	1080g
Intérieur	Noir et Blanc
EAN13	9780071232524