Nonparametric regression - some approachesReport as inadecuate




Nonparametric regression - some approaches - Download this document for free, or read online. Document in PDF available to download.

Mathematical Communications, Vol.1 No.1 June 1996. -

In this paper we describe two approaches to nonparametric regression. First, we consider the nearest neighbour approach, as a procedure which serves mainly for obtaining an ad hoc smoothing and interpolating. Next, we describe the roughness penalty approach.

This gives a certain compromise between the demand for goodness-of-fit of regression curve to the given data and the condition that the regression curve has not too many oscillations.

nonparametric regression; nearest neighbour approach; roughness penalty approach; penalized least squares; smoothing splines



Author: T. Marošević -

Source: http://hrcak.srce.hr/



DOWNLOAD PDF




Related documents