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Genre/Form: | Matériel didactique Instructional and educational works Matériel d'éducation et de formation |
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Material Type: | Internet resource |
Document Type: | Book, Internet Resource |
All Authors / Contributors: |
G A F Seber; A J Lee |
ISBN: | 0471415405 9780471415404 |
OCLC Number: | 300231427 |
Description: | xvi, 557 pages : illustrations ; 24 cm |
Contents: | 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. |
Series Title: | Wiley series in probability and statistics. |
Responsibility: | George A.F. Seber, Alan J. Lee. |
More information: |
Reviews
Publisher Synopsis
"With excellent motivating and presenting style, this book is suitable for a beginning graduate level regression course." (Journal of Statistical Computation and Simulation, July 2005) "...revises and expands the standard text, providing extensive coverage of state-of-the-art theory..." (Zentralblatt Math, Vol. 1029, 2004) "...largely rewritten...very useful for self-study...an excellent choice for a course in linear models and researchers who are interested in recent literature in the fields..." (Technometrics, Vol. 45, No. 4, November 2003) "...rewritten to reflect current thinking, such as the major advances in computing during the past 25 years." (Quarterly of Applied Mathematics, Vol. LXI, No. 3, September 2003) Read more...


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Related Subjects:(9)
- Regression analysis.
- Regression Analysis
- Analyse de régression.
- modèles linéaires -- régression (statistique)
- modèles linéaires.
- régression (statistique)
- Aleatoire -- Algorithme -- Analyse -- Confiance -- Correlation -- Distribution -- Hypothese -- Intervalle -- Lineaire -- Mathematique
- Methode -- Modele -- Multivarie -- Normal -- Orthogonal -- Polynomial -- Prediction -- Projection -- Regression -- Selection
- Statistique -- Test -- Variable -- Variance -- Vecteur