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Transformation and Weighting in Regression

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Author(s): Raymond J. Carroll, David Ruppert (auth.)
Series: Monographs on Statistics and Applied Probability
Publisher: Springer US
Year: 1988

Language: English
Pages: 258


Content:
Front Matter....Pages i-x
Introduction....Pages 1-8
Generalized least squares and the analysis of heteroscedasticity....Pages 9-61
Estimation and inference for variance functions....Pages 62-114
The transform-both-sides methodology....Pages 115-160
Combining transformations and weighting....Pages 161-173
Influence and robustness....Pages 174-208
Technical complements....Pages 209-223
Some open problems....Pages 224-226
Back Matter....Pages 227-249