ZELINKA, Jiří, Vítězslav VESELÝ a Ivanka HOROVÁ. Comparative study of two kernel smoothing techniques. Ed. I. Horová. In Proceedings of the Summer School DATASTAT'2003, Folia Fac. Sci. Nat. Univ. Masaryk. Brunensis, Mathematica 15. Brno (Czech Rep.): Masaryk University, 2004, s. 419-436. ISBN 80-210-3564-1. |
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@inproceedings{562093, author = {Zelinka, Jiří and Veselý, Vítězslav and Horová, Ivanka}, address = {Brno (Czech Rep.)}, booktitle = {Proceedings of the Summer School DATASTAT'2003, Folia Fac. Sci. Nat. Univ. Masaryk. Brunensis, Mathematica 15}, keywords = {functional approximations; overcomplete frame expansions; kernel smoothing; kernel operators}, language = {eng}, location = {Brno (Czech Rep.)}, isbn = {80-210-3564-1}, pages = {419-436}, publisher = {Masaryk University}, title = {Comparative study of two kernel smoothing techniques}, year = {2004} }
TY - JOUR ID - 562093 AU - Zelinka, Jiří - Veselý, Vítězslav - Horová, Ivanka PY - 2004 TI - Comparative study of two kernel smoothing techniques PB - Masaryk University CY - Brno (Czech Rep.) SN - 8021035641 KW - functional approximations KW - overcomplete frame expansions KW - kernel smoothing KW - kernel operators N2 - 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 - overcomplete systems 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 smoothing procedures are applied to simulated data. Obtained results will be presented graphically. ER -
ZELINKA, Jiří, Vítězslav VESELÝ a Ivanka HOROVÁ. Comparative study of two kernel smoothing techniques. Ed. I. Horová. In \textit{Proceedings of the Summer School DATASTAT'2003, Folia Fac. Sci. Nat. Univ. Masaryk. Brunensis, Mathematica 15}. Brno (Czech Rep.): Masaryk University, 2004, s.~419-436. ISBN~80-210-3564-1.
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