Download PDF by : Applied Smoothing Techniques for Data Analysis: The Kernel

ISBN-10: 0198523963

ISBN-13: 9780198523963

This ebook describes using smoothing thoughts in information and contains either density estimation and nonparametric regression. Incorporating contemporary advances, it describes numerous how one can practice those ways to sensible difficulties. even supposing the emphasis is on utilizing smoothing concepts to discover facts graphically, the dialogue additionally covers info research with nonparametric curves, as an extension of extra general parametric types. meant as an creation, with a spotlight on functions instead of on particular conception, the booklet should be both useful for undergraduate and graduate scholars in statistics and for quite a lot of scientists drawn to statistical techniques.

The textual content makes vast connection with S-Plus, a strong computing atmosphere for exploring info, and gives many S-Plus features and instance scripts. This fabric, although, is self reliant of the most physique of textual content and should be skipped through 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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