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✦   LIBER   ✦
📁

Regression Analysis with Applications

✍ Scribed by G. Wetherill

Publisher
Springer Netherlands
Year
1986
Tongue
English
Leaves
322
Series
Monographs on Statistics and Applied Probability
Edition
1st ed.
Category
Library
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✦ Table of Contents

Front Matter ....Pages i-xi
A review of multiple regression by least squares (G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden)....Pages 1-16
Data exploration (G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden)....Pages 17-42
Obtaining least squares solutions (G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden)....Pages 43-81
Multicollinearity (G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden)....Pages 82-107
Generalized inverse regression (G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden)....Pages 108-137
Outliers (G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden)....Pages 138-164
Testing for transformations (G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden)....Pages 165-179
Testing for normality (G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden)....Pages 180-198
Heteroscedasticity and serial correlation (G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden)....Pages 199-214
Predictions from regression (G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden)....Pages 215-229
Choosing a regression model (G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden)....Pages 230-248
The analysis of response surface data (G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden)....Pages 249-265
Alternative error structures (G. Barrie Wetherill, P. Duncombe, M. Kenward, J. Köllerström, S. R. Paul, B. J. Vowden)....Pages 266-292
Back Matter ....Pages 293-311

✦ Subjects

Science, Humanities and Social Sciences, multidisciplinary; Science, Humanities and Social Sciences, multidisciplinary

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