New PDF release: Applied Smoothing Techniques for Data Analysis: The Kernel

ISBN-10: 0198523963

ISBN-13: 9780198523963

This booklet describes using smoothing thoughts in records and comprises either density estimation and nonparametric regression. Incorporating fresh advances, it describes numerous how one can observe those how to sensible difficulties. even supposing the emphasis is on utilizing smoothing concepts to discover information graphically, the dialogue additionally covers info research with nonparametric curves, as an extension of extra typical parametric versions. meant as an advent, with a spotlight on functions instead of on precise idea, the publication may be both useful for undergraduate and graduate scholars in facts and for quite a lot of scientists drawn to statistical techniques.

The textual content makes vast connection with S-Plus, a strong computing setting for exploring info, and offers many S-Plus services and instance scripts. This fabric, although, is autonomous of the most physique of textual content and will be skipped by means of readers now not drawn to S-Plus.

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Applied Smoothing Techniques for Data Analysis: The Kernel Approach with S-Plus Illustrations (Oxford Statistical Science Series)


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