Transformation and Weighting in Regression Paperback / softback
by Raymond J. Carroll, David Ruppert
Part of the Chapman & Hall/CRC Monographs on Statistics and Applied Probability series
Paperback / softback
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Description
This monograph provides a careful review of the major statistical techniques used to analyze regression data with nonconstant variability and skewness.
The authors have developed statistical techniques--such as formal fitting methods and less formal graphical techniques-- that can be applied to many problems across a range of disciplines, including pharmacokinetics, econometrics, biochemical assays, and fisheries research. While the main focus of the book in on data transformation and weighting, it also draws upon ideas from diverse fields such as influence diagnostics, robustness, bootstrapping, nonparametric data smoothing, quasi-likelihood methods, errors-in-variables, and random coefficients.
The authors discuss the computation of estimates and give numerous examples using real data.
The book also includes an extensive treatment of estimating variance functions in regression.
Information
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Out of StockMore expected soonContact us for further information
- Format:Paperback / softback
- Pages:264 pages
- Publisher:Taylor & Francis Ltd
- Publication Date:27/09/2019
- Category:
- ISBN:9780367403379
Other Formats
- Hardback from £139.83
- EPUB from £55.79
- PDF from £55.79
Information
-
Out of StockMore expected soonContact us for further information
- Format:Paperback / softback
- Pages:264 pages
- Publisher:Taylor & Francis Ltd
- Publication Date:27/09/2019
- Category:
- ISBN:9780367403379