Processing of environmental data - comparing of two methods

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Authors

ZELINKA Jiří HOROVÁ Ivanka VESELÝ Vítězslav

Year of publication 2004
Type Article in Proceedings
Conference TIES 2004, Contributed Program Abstracts
MU Faculty or unit

Faculty of Science

Citation
Web http://www.nrcse.washington.edu/ties/events/ties2004/All_Contributed_Abstracts.html
Field Applied statistics, operation research
Keywords kernels; kernel smoothing; frames
Description The kernel functions (kernels) can be used in many types of non-parametric methods - estimation of the density function of a random variable, estimation of the hazard function or the regression function. These methods belong to the most efficient non-parametric methods. Another non-parametric method uses so-called frames - overcompleted system of functions of some type. This paper compares the kernel smoothing and the frame smoothing with frames of a special kind - the kernel functions are used for their construction. Both the smoothing procedures are applied to environmental data. Obtained results will be presented graphically.
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