Plane answers to complex questions : the theory of linear models

著者

    • Christensen, Ronald

書誌事項

Plane answers to complex questions : the theory of linear models

Ronald Christensen

(Springer texts in statistics)

Springer, c1996

2nd ed

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注記

Includes bibliographical references (p. [433]-439) and index

内容説明・目次

内容説明

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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