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A first course in linear model theory

Author: Nalini Ravishanker; Dipak K Dey
Publisher: Boca Raton, Fla. Chapman & Hall/CRC 2002
Edition/Format:   Print book : English
Summary:

Presents the theory of linear statistical models at a level appropriate for senior undergraduate or first-year graduate students. This book also presents the basic theory behind linear statistical  Read more...

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Material Type: Internet resource
Document Type: Book, Internet Resource
All Authors / Contributors: Nalini Ravishanker; Dipak K Dey
ISBN: 1584882476 9781584882473
OCLC Number: 833906540
Notes: Literaturverz. S. 449 - 464
Description: XVI, 473 Seiten Diagramme
Contents: A Review of Vector and Matrix Algebra. Properties of Special Matrices. Generalized Inverse and Solutions to Linear Systems. The General Linear Model. Multivariate Normal And Related Distributions. Sampling From the Multivariate Normal Distribution. Inference for the General Linear Model. Multiple Regression Models.. Fixed Effects Linear Models. Random Effects and Mixed-Effects Models. Special Topics. Appendix.
Responsibility: Nalini Ravishanker and Dipak K. Dey
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