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- catalog abstract "The book covers the basic theory of linear regression models and presents a comprehensive survey of different estimation techniques as alternatives and complements to least squares estimation. The relationship between different estimators is clearly described and categories of estimators are worked out in detail. Proofs are given for the most relevant results, and the presented methods are illustrated with the help of numerical examples and graphics. Special emphasis is laid on the practicability, and possible applications are discussed. The book is rounded off by an introduction to the basics of decision theory and an appendix on matrix algebra.".
- catalog contributor b12957852.
- catalog created "c2003.".
- catalog date "2003".
- catalog date "c2003.".
- catalog dateCopyrighted "c2003.".
- catalog description "Fundamentals -- The Linear Regression Model -- Alternative Estimators -- Linear Admissibility -- The Covariance Matrix of the Error Vector -- Regression Diagnostics -- Appendix: Matrix Algebra -- Stochastic Vectors.".
- catalog description "Includes bibliographical references (p. [381]-387) and index.".
- catalog description "The book covers the basic theory of linear regression models and presents a comprehensive survey of different estimation techniques as alternatives and complements to least squares estimation. The relationship between different estimators is clearly described and categories of estimators are worked out in detail. Proofs are given for the most relevant results, and the presented methods are illustrated with the help of numerical examples and graphics. Special emphasis is laid on the practicability, and possible applications are discussed. The book is rounded off by an introduction to the basics of decision theory and an appendix on matrix algebra.".
- catalog extent "xii, 394 p. :".
- catalog identifier "3540401784 (acid-free paper)".
- catalog isPartOf "Lecture notes in statistics (Springer-Verlag) ; v. 175.".
- catalog isPartOf "Lecture notes in statistics, 0930-0325 ; 175".
- catalog issued "2003".
- catalog issued "c2003.".
- catalog language "eng".
- catalog publisher "Berlin ; New York : Springer,".
- catalog subject "519.5/36 21".
- catalog subject "Mathematical statistics.".
- catalog subject "QA278.2 .G76 2003".
- catalog subject "Regression analysis.".
- catalog subject "Statistics.".
- catalog tableOfContents "Fundamentals -- The Linear Regression Model -- Alternative Estimators -- Linear Admissibility -- The Covariance Matrix of the Error Vector -- Regression Diagnostics -- Appendix: Matrix Algebra -- Stochastic Vectors.".
- catalog title "Linear regression / Jürgen Gross.".
- catalog type "text".