Sensitivity Analysis in Linear Regression - Couverture rigide

Chatterjee, Samprit; Hadi, Ali S.

Couverture rigide

ISBN 10 : 0471822167 ISBN 13 : 9780471822165

Editeur : John Wiley & Sons Inc, 1988

Synopsis

Treats linear regression diagnostics as a tool for application of linear regression models to real-life data. Presentation makes extensive use of examples to illustrate theory. Assesses the effect of measurement errors on the estimated coefficients, which is not accounted for in a standard least squares estimate but is important where regression coefficients are used to apportion effects due to different variables. Also assesses qualitatively and numerically the robustness of the regression fit.

A propos du livre

À propos de l?auteur

SAMPRIT CHATTERJEE, PhD, is Professor Emeritus of Statistics at New York University. A Fellow of the American Statistical Association, Dr. Chatterjee has been a Fulbright scholar in both Kazhakstan and Mongolia. He is the coauthor of Sensitivity Analysis in Linear Regression and A Casebook for a First Course in Statistics and Data Analysis, both published by Wiley.

ALI S. HADI, PhD, is a Distinguished University Professor and former vice provost at the American University in Cairo (AUC). He is the founding Director of the Actuarial Science Program at AUC. He is also a Stephen H. Weiss Presidential Fellow and Professor Emeritus at Cornell University. Dr. Hadi is the author of four other books, a Fellow of the American Statistical Association, and an elected Member of the International Statistical Institute.

Détails de l'édition

• Éditeur: John Wiley & Sons Inc
• Date d'édition: 1988
• ISBN 10: 0471822167
• ISBN 13: 9780471822165
• Reliure: Relié
• Langue: anglais
• Nombre de pages: 315
• Coordonnées du fabricant: non disponible