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Parameter Estimation and Hypothesis Testing in Linear Models - Karl-Rudolf Koch

Parameter Estimation and Hypothesis Testing in Linear Models

Buch | Hardcover
XX, 334 Seiten
1999 | 2nd, updated and enlarged ed. 1999
Springer Berlin (Verlag)
978-3-540-65257-1 (ISBN)
CHF 74,85 inkl. MwSt
The necessity to publish the second edition of this book arose when its third German edition had just been published. This second English edition is there fore a translation of the third German edition of Parameter Estimation and Hypothesis Testing in Linear Models, published in 1997. It differs from the first English edition by the addition of a new chapter on robust estimation of parameters and the deletion of the section on discriminant analysis, which has been more completely dealt with by the author in the book Bayesian In ference with Geodetic Applications, Springer-Verlag, Berlin Heidelberg New York, 1990. Smaller additions and deletions have been incorporated, to im prove the text, to point out new developments or to eliminate errors which became apparent. A few examples have been also added. I thank Springer-Verlag for publishing this second edition and for the assistance in checking the translation, although the responsibility of errors remains with the author. I also want to express my thanks to Mrs. Ingrid Wahl and to Mrs. Heidemarlen Westhiiuser who prepared the second edition. Bonn, January 1999 Karl-Rudolf Koch Preface to the First Edition This book is a translation with slight modifications and additions of the second German edition of Parameter Estimation and Hypothesis Testing in Linear Models, published in 1987.

1 Vector and Matrix Algebra.- 2 Probability Theory.- 3 Parameter Estimation in Linear Models.- 4 Hypothesis Testing, Interval Estimation and Test for Outliers.- References.

Erscheint lt. Verlag 1.4.1999
Zusatzinfo XX, 334 p.
Verlagsort Berlin
Sprache englisch
Maße 156 x 234 mm
Gewicht 650 g
Themenwelt Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Naturwissenschaften Geowissenschaften Geologie
Schlagworte Analysis of Variance • confidence regions • hypothesis testing • Lineare Modelle • Lineares Modell • Lineares Modelles • linear models • Model • Parameter • Parameter Estimation • Probability Distribution • Probability Theory • Regression • Statistics • Statistik • Variance
ISBN-10 3-540-65257-4 / 3540652574
ISBN-13 978-3-540-65257-1 / 9783540652571
Zustand Neuware
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