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

Christensen, Ronald

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

Sinopsis

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.

"Sobre este título" puede pertenecer a otra edición de este libro.