Smoothing Techniques is popular PDF and ePub book, written by Wolfgang Härdle in 2012-12-06, it is a fantastic choice for those who relish reading online the Mathematics genre. Let's immerse ourselves in this engaging Mathematics book by exploring the summary and details provided below. Remember, Smoothing Techniques can be Read Online from any device for your convenience.
Smoothing Techniques Book PDF Summary
The author has attempted to present a book that provides a non-technical introduction into the area of non-parametric density and regression function estimation. The application of these methods is discussed in terms of the S computing environment. Smoothing in high dimensions faces the problem of data sparseness. A principal feature of smoothing, the averaging of data points in a prescribed neighborhood, is not really practicable in dimensions greater than three if we have just one hundred data points. Additive models provide a way out of this dilemma; but, for their interactiveness and recursiveness, they require highly effective algorithms. For this purpose, the method of WARPing (Weighted Averaging using Rounded Points) is described in great detail.
Detail Book of Smoothing Techniques PDF
- Author : Wolfgang Härdle
- Release : 06 December 2012
- Publisher : Springer Science & Business Media
- ISBN : 9781461244325
- Genre : Mathematics
- Total Page : 267 pages
- Language : English
- PDF File Size : 12,8 Mb
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