Research Catalog

Introduction to linear regression analysis.

Title
Introduction to linear regression analysis.
Author
Montgomery, Douglas C.
Publication
New York : Wiley, 2001.

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Details

Additional Authors
  • Peck, Elizabeth A., 1953-
  • Vining, G. Geoffrey, 1954-
Description
xvi, 641 pages : illustrations; 25 cm
Series Statement
Wiley series in probability and mathematical statistics. Applied probability and statistics, 0271-6356
Uniform Title
Wiley series in probability and mathematical statistics. Applied probability and statistics.
Subject
  • Regression analysis
  • Regression Analysis
  • 31.73 mathematical statistics
  • Lineare Regression
  • Regressionsanalyse
  • Lineaire regressie
  • Regressieanalyse
  • Análise de regressão e de correlação
  • Análise multivariada
  • Analyse de régression
  • Modèle linéaire
Genre/Form
Educational tools (form)
Bibliography (note)
  • Includes bibliographical references and index.
Contents
1. Introduction -- 2. Simple Linear Regression -- 3. Multiple Linear Regression -- 4. Model Adequacy Checking -- 5. Transformations and Weighting to Correct Model Inadequacies -- 6. Diagnostics for Leverage and Influence -- 7. Polynomial Regression Models -- 8. Indicator Variables -- 9. Variable Selection and Model Building -- 10. Multicollinearity -- 11. Robust Regression -- 12. Introduction to Nonlinear Regression -- 13. Generalized Linear Models -- 14. Other Topics in the Use of Regression Analysis -- 15. Validation of Regression Models.
ISBN
  • 0471315656
  • 9780471315650
LCCN
00051312
OCLC
  • ocm45248234
  • 45248234
  • SCSB-1148607
Owning Institutions
Princeton University Library