. . " regrese" . . . " extr\u00E9mn\u00ED hodnoty" . . . " aproxima\u010Dn\u00ED a vyhlazovac\u00ED metody" . . . . . . "Jaroslav H\u00E1jek Center for Theoretical and Applied Statistics"@en . "Statistick\u00E9 odhady a testy" . "Centrum Jaroslava H\u00E1jka pro teoretickou a aplikovanou statistiku" . "Statistical analysis and modeling play important role in the investigation of nature and society. Various data is available, many variables can be observed or measured. Requirements on statistical modeling of complex dynamical systems in the presence of uncertainty and on their subsequent application to prediction and effective decision are growing. Statistical methods will be used for better understanding of information processes in neurons. Investigation of complex measurements will lead to the completion of calibration models. New nonparametric tests for spatio-temporal series for modeling of natural processes will be constructed. Optimal choice of smoothing parameters for kernel density estimations will be investigated. The theoretical results are expected to be applied in biology, medicine, climatology and metrology. Development of algorithms and computer implementation of proposed methods is the aim of the project, too, including assessment of numerical stability of the calculations."@en . "228 papers were published and 2 monographs were prepared. Significant results were achieved both in theoretical statistics and its application in medicine, climatology, economy, pharmacology, metrology. PhD students participated in all activities of the Center.Lots of results were achieved within the framework of the international cooperation.The Center organized two international conferences."@en . . "Bylo publikov\u00E1no 228 \u010Dl\u00E1nk\u016F a byly p\u0159ipraveny dv\u011B monografie. Bylo dosa\u017Eeno v\u00FDznamn\u00FDch v\u00FDsledk\u016F jak v\u00A0teoretick\u00E9 statistice, tak i v\u00A0jej\u00EDch aplikac\u00ED v\u00A0medic\u00EDn\u011B, klimatologii, farmakologii, ekonomii,metrologii. Doktorandi se aktivn\u011B \u00FA\u010Dastnili v\u0161ech akc\u00ED Centra. \u0158ady v\u00FDsledk\u016F bylo dosa\u017Eeno ve spolupr\u00E1ci mezi pracovi\u0161ti a se zahrani\u010Dn\u00EDmi odborn\u00EDky. Centrum uspo\u0159\u00E1dalo dv\u011B mezin\u00E1rodn\u00ED konference."@cs . "2011-02-11+01:00"^^ . . "2011-12-31+01:00"^^ . "Metody statistick\u00E9 anal\u00FDzy dat a modelov\u00E1n\u00ED hraj\u00ED d\u016Fle\u017Eitou roli p\u0159i pozn\u00E1v\u00E1n\u00ED p\u0159\u00EDrody a spole\u010Dnosti. V sou\u010Dasn\u00E9 dob\u011B jsou k dispozici rozmanit\u00E1 data, mnohem v\u00EDce prom\u011Bnn\u00FDch lze pozorovat \u010Di m\u011B\u0159it. Rostou n\u00E1roky na statistick\u00E9 modelov\u00E1n\u00ED slo\u017Eit\u00FDch dynamicky se vyv\u00EDjej\u00EDc\u00EDch syst\u00E9m\u016F za p\u0159\u00EDtomnosti nejistoty a neur\u010Ditosti a jejich n\u00E1sledn\u00E9 vyu\u017Eit\u00ED pro korektn\u00ED predikci a efektivn\u00ED rozhodov\u00E1n\u00ED. Matematicko-statistick\u00E9 metody budou pou\u017Eity k\u00A0lep\u0161\u00EDmu porozum\u011Bn\u00ED informa\u010Dn\u00EDch proces\u016F prob\u00EDhaj\u00EDc\u00EDch v\u00A0neuronech. C\u00EDlem problematiky slo\u017Eit\u00FDch m\u011B\u0159en\u00ED bude kompletizace model\u016F kalibrace. Budou konstruov\u00E1ny nov\u00E9 neparametrick\u00E9 testy pro \u010Dasoprostorov\u00E9 \u0159ady, kter\u00FDmi lze modelovat p\u0159\u00EDrodn\u00ED jevy. Pro j\u00E1drov\u00E9 odhady hustot bude zkoum\u00E1na problematika volby optim\u00E1ln\u00EDch parametr\u016F. U z\u00EDskan\u00FDch teoretick\u00FDch v\u00FDsledk\u016F se o\u010Dek\u00E1v\u00E1 aplikace v\u00A0biologii, medic\u00EDn\u011B, klimatologii a metrologii. C\u00EDlem projektu je tak\u00E9 algoritmizace a po\u010D\u00EDta\u010Dov\u00E1 implementace navr\u017Een\u00FDch metod a postup\u016F v\u010Detn\u011B posouzen\u00ED numerick\u00E9 stability v\u00FDpo\u010Dt\u016F." . "Statistick\u00E9 odhady a testy, regrese, kalibrace, aproxima\u010Dn\u00ED a vyhlazovac\u00ED metody, extr\u00E9mn\u00ED hodnoty, \u010Dasov\u00E9 \u0159ady."@en . "2006-03-01+01:00"^^ . . "http://www.isvav.cz/projectDetail.do?rowId=LC06024"^^ . "0"^^ . "LC06024" . . "2012-07-03+02:00"^^ . . "3"^^ . "177"^^ . "177"^^ . "1"^^ . " kalibrace" . . . .