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Quantile Regression : Theory and Applications, Hardcover by Davino, Cristina;...
- Item No : 388664620929
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* Item Description
- Quantile Regression : Theory and Applications, Hardcover by Davino, Cristina; Furno, Marilena; Vistocco, Domenico, ISBN 111997528X, ISBN-13 9781119975281, Like New Used, Free shipping in the US
Quantile regression is a widely used statistical tool in many fields, and this excellent overview provides the necessary background and advanced tools for using it in a variety of contexts. Beginning with an introductory chapter describing the foundations of the theory and providing a description of the general toolkit, and a chapter describing the methods involved together with a sample of artificial data and its analysis, more advanced subjects are introduced: the basics of estimated coefficients and the role of inference in the theory, followed by a description of additional tools (pre-processing, density estimations, and issues of validation) as well as discussions of several types of models together with examples. An appendix provides important information on quantile regression tools available for R programming language and other statistical tools: SAS and Stata, with plenty of code examples for all of them. Annotation ©2014 Ringgold, Inc., Portland, OR ()
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