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The Analysis of Linear Models

Ronald R. Hocking (Autor)

Buch | Hardcover

400 Seiten

1998
Brooks/Cole (Verlag)
978-0-534-03618-8 (ISBN)

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Hocking guides students to a thorough understanding of both the formulation and analysis of linear models using an approach based simply on means, which he terms the "Cell Means Model". The first four chapters introduce linear models and develop the necessary theory for the analysis of the model with a scalar covariance matrix. This theory is then applied to the class of models traditionally known as "Analysis of Variance" models, whilst the remaining chapters discuss the general linear model characterized by a nonscalar covariance matrix. This book should be of interest to degree students on courses in linear models with linear regression; analysis of variance at an introductory level is a prerequisite.

Introduction to linear models. The distribution of linear and quadratic functions of normal vectors. Estimation and hypothesis testing for simple linear models. The analysis of means. The one-way classification model. The two-way classification model. More complex models. Estimation and hypothesis testing for the general linear model: general theory. The analysis of means and variance: special models. Variance component models. Appendices. References. Index.

Erscheint lt. Verlag	31.1.1998
Verlagsort	CA
Sprache	englisch
Maße	160 x 240 mm
Gewicht	780 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Logik / Mengenlehre
ISBN-10	0-534-03618-X / 053403618X
ISBN-13	978-0-534-03618-8 / 9780534036188
Zustand	Neuware