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Linear regression analysis

Author: G A F Seber; A J Lee
Publisher: Hoboken, N.J. : Wiley-Interscience, ©2003.
Series: Wiley series in probability and statistics.
Edition/Format:  Print book : English : 2nd edView all editions and formats
Summary:

Requiring no specialized knowledge beyond a good grasp of matrix algebra and some acquaintance with straight line regression and simple analysis of variance models, this work covers the diagnostics  Read more...

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Genre/Form: Matériel didactique
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 p. : ill. ; 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.
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"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 Read more...

 
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