Plane Answers to Complex Questions: The Theory of Linear Models (Springer Texts in Statistics) - Hardcover

Christensen, Ronald

 
9780387947679: Plane Answers to Complex Questions: The Theory of Linear Models (Springer Texts in Statistics)

Inhaltsangabe

Providing a wide-ranging introduction to the use of linear models in analyzing data, this text presents a vector space and projections approach to the subject. The topics covered include ANOVA, estimation, hypothesis testing, multiple comparison, regression analysis, and experimental design. Also covered are: testing for lack of fit; models with singular covariance matrices; variance component estimation; best linear prediction; colinearity; and variable selection.

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Reseña del editor

Providing a wide-ranging introduction to the use of linear models in analyzing data, this text presents a vector space and projections approach to the subject. The topics covered include ANOVA, estimation, hypothesis testing, multiple comparison, regression analysis, and experimental design. Also covered are: testing for lack of fit; models with singular covariance matrices; variance component estimation; best linear prediction; colinearity; and variable selection.

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9781441998156: Plane Answers to Complex Questions: The Theory of Linear Models (Springer Texts in Statistics)

Vorgestellte Ausgabe

ISBN 10:  1441998152 ISBN 13:  9781441998156
Verlag: Springer, 2011
Hardcover