. "8"^^ . . . "1211-8516" . . . "Acta Universitatis Agriculturae et Silviculturae Mendelianae Brunensis" . "CZ - \u010Cesk\u00E1 republika" . "Nonparametric Estimate Remarks" . "Kernel smoothers belong to the most popular nonparametric functional estimates. They provide a simple way of finding structure in data. The idea of the kernel smoothing can be applied to a simple fixed design regression model. This article is focused on kernel smoothing for fixed design model with three types of estimators, the Gasser-M\u00FCller estimator, the Nadaraya-Watson estimator and the local linear estimator. At the end of this article figures for ilustration of desribed estimators on simulated and real data sets are shown." . . "Nonparametric Estimate Remarks"@en . "93;100" . . . "1"^^ . "Nonparametric Estimate Remarks"@en . "1"^^ . . "3" . . "Kernel smoothers belong to the most popular nonparametric functional estimates. They provide a simple way of finding structure in data. The idea of the kernel smoothing can be applied to a simple fixed design regression model. This article is focused on kernel smoothing for fixed design model with three types of estimators, the Gasser-M\u00FCller estimator, the Nadaraya-Watson estimator and the local linear estimator. At the end of this article figures for ilustration of desribed estimators on simulated and real data sets are shown."@en . "[80EBD6A2B810]" . "488864" . . "RIV/62156489:43110/06:00094016" . . . "Pozn\u00E1mky k neparametrick\u00FDm odhad\u016Fm."@cs . "Gasser-M\u00FCller estimator; Local linear estimator; Nadaraya-Watson estimator; kernel"@en . . "RIV/62156489:43110/06:00094016!RIV07-MSM-43110___" . . "Jedny z nejjednodu\u0161\u0161\u00EDch vyhlazovac\u00EDch technik jsou j\u00E1drov\u00E9 odhady. Tyto odhady maj\u00ED jednoduchou strukturu a asymptotick\u00FD charakter. Mezi z\u00E1kladn\u00ED typy j\u00E1drov\u00FDch odhad\u016F pat\u0159\u00ED Nadaraya-Watson\u016Fv odhad, lok\u00E1ln\u011B line\u00E1rn\u00ED odhad a Gasser-M\u00FCller\u016Fv odhad. Nech\u0165 jsou hodnoty pevn\u011B voleny experiment\u00E1torem a hodnoty , kter\u00E9 mohou b\u00FDt re\u00E1ln\u00E9 nebo simulovan\u00E9, jsou z\u00E1visl\u00E9 na hodnot\u00E1ch . Zab\u00FDvejme se ot\u00E1zkou vyu\u017Eit\u00ED regresn\u00EDch k\u0159ivek pro popis vztahu dvojice prom\u011Bnn\u00FDch . Tento regresn\u00ED vztah m\u016F\u017Ee b\u00FDt pops\u00E1n rovnic\u00ED ve tvaru s nezn\u00E1mou regresn\u00ED funkc\u00ED a chybou pozorov\u00E1n\u00ED . K\u0159ivkov\u00E1 aproximace nezn\u00E1m\u00E9 funkce je obvykle naz\u00FDv\u00E1na vyhlazov\u00E1n\u00EDm. P\u0159edkl\u00E1dan\u00FD p\u0159\u00EDsp\u011Bvek se zab\u00FDv\u00E1 vyu\u017Eit\u00EDm regresn\u00EDch k\u0159ivek pro popis vztahu dvojice prom\u011Bnn\u00FDch , p\u0159i\u010Dem\u017E pozornost je v\u011Bnov\u00E1na neparametrick\u00FDm odhad\u016Fm s vyu\u017Eit\u00EDm t\u0159\u00ED speci\u00E1ln\u00EDch typ\u016F odhad\u016F, a to Nadaraya-Watsonova odhadu, lok\u00E1ln\u011B line\u00E1rn\u00EDho odhadu a Gasser-M\u00FCllerova odhadu. Na z\u00E1v\u011Br jsou uvedeny aplikace z\u00EDskan\u00FDch a zpracovan\u00FDch poznatk\u016F, a to na simulovan\u00FDch i re"@cs . "Pozn\u00E1mky k neparametrick\u00FDm odhad\u016Fm."@cs . "LIV" . "Nonparametric Estimate Remarks" . "Pom\u011Bnkov\u00E1, Jitka" . . "Z(MSM6215648904)" . "43110" .