Front cover image for Linear regression analysis

Linear regression analysis

G. A. F. Seber, A. J. Lee
Print Book, English, ©2003
2nd ed View all formats and editions
Wiley-Interscience, Hoboken, N.J., ©2003
Wiley series in probability and statistics
Instructional and educational works
xvi, 557 pages : illustrations ; 24 cm
9780471415404, 0471415405
300231427
Aleatoire Algorithme Analyse Confiance Correlation Distribution Hypothese Intervalle Lineaire Mathematique
Analyse de régression
Instructional and educational works
Matériel d'éducation et de formation
Matériel didactique
Methode Modele Multivarie Normal Orthogonal Polynomial Prediction Projection Regression Selection
Regression Analysis
Regression analysis
Statistique Test Variable Variance Vecteur
modèles linéaires
modèles linéaires régression (statistique)
régression (statistique)
Preface.
Vectors of Random Variables.
Multivariate Normal Distribution.
Linear Regression: Estimation and Distribution Theory.
Hypothesis Testing.
Confidence Intervals and Regions.
Straight-Line Regression.
Polynomial Regression.
Analysis of Variance.
Departures from Underlying Assumptions.
Departures from Assumptions: Diagnosis and Remedies.
Computational Algorithms for Fitting a Regression.
Prediction and Model Selection.
Appendix A. Some Matrix Algebra.
Appendix B. Orthogonal Projections.
Appendix C. Tables.
Outline Solutions to Selected Exercises.
References.
Index.
Table des matières
Description de l'ouvrage
Notice et cote du catalogue de la Bibliothèque nationale de France