. . . "Statistical dynamical models and their applications in economics, technicques and natural sciences"@en . " stochastic optimization" . . . "GD201/05/H007" . "Methods for statistical data analysis and probability modeling play an increasingly important role in learning about natural and social phenomena, especially in connection with the availability and spread of information technology. Natural, technical andeconomical sciences spawn a growing demand for statistical modeling of complex dynamically evolving systems in the presence of randomness or uncertainty and for the utilization of such models for reliable prediction and effective decision making. Among these problems are analyses of medical and epidemiological data, including longitudinal and spacial models, modeling of environmental processes, meteorological data and climate change, economical development trends with an impact of external and internalfactors, problems of reliability of complex technical systems. This project is focused on general and special regression models, as they are the most common means of dynamical statistical modeling. The project will also address related problems in time"@en . . "A number of new and interesting results have been achieved by project participants. The results concern\u00A0 different parts of stochastic dynamic models, namely\u00A0 time series, stochastic analysis, various aspects of regression analysis, spatial and robust st"@en . . "2005-01-01+01:00"^^ . "B\u011Bhem \u0159e\u0161en\u00ED projektu bylo dosa\u017Eeno \u0159ady zaj\u00EDmav\u00FDch v\u00FDsledk\u016F, t\u00FDkaj\u00EDc\u00EDch se modelov\u00E1n\u00ED statistick\u00E9 dynamiky. Dosa\u017Een\u00E9 v\u00FDsledky se t\u00FDkaj\u00ED oblasti \u010Dasov\u00FDch \u0159ad, stochastick\u00E9 anal\u00FDzy, regresn\u00ED anal\u00FDzy, prostorov\u00E9 a robustn\u00ED statistiky, stochastick\u00E9 optimali"@cs . . "2008-12-31+01:00"^^ . . "mathematical statistics; probability; stochastic optimization; regression"@en . . "Statistick\u00E9 dynamick\u00E9 modely a jejich aplikace v ekonomick\u00FDch, p\u0159\u00EDrodov\u011Bdn\u00FDch a technick\u00FDch oborech" . " probability" . "1"^^ . . . . "2"^^ . "2009-10-07+02:00"^^ . . . "0"^^ . . "55"^^ . "55"^^ . . . "http://www.isvav.cz/projectDetail.do?rowId=GD201/05/H007"^^ . "mathematical statistics" . "Metody statistick\u00E9 anal\u00FDzy dat a pravd\u011Bpodobnostn\u00EDho modelov\u00E1n\u00ED hraj\u00ED st\u00E1le d\u016Fle\u017Eit\u011Bj\u0161\u00ED roli p\u0159i pozn\u00E1v\u00E1n\u00ED p\u0159\u00EDrody i spole\u010Dnosti, zejm\u00E9na d\u00EDky dostupnosti a rozvoji informa\u010Dn\u00EDch technologi\u00ED. V p\u0159\u00EDrodov\u011Bdn\u00FDch, technick\u00FDch i ekonomick\u00FDch oborech rychle rostou n\u00E1roky zvl\u00E1\u0161t\u011B 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. Jedn\u00E1 se nap\u0159\u00EDklad o anal\u00FDzu medic\u00EDnsk\u00FDch a epidemiologick\u00FDch dat, v\u010Detn\u011B \u010Dasov\u00FDch a prostorov\u00FDch model\u016F, modelov\u00E1n\u00ED environment\u00E1ln\u00EDch proces\u016F, meteorologick\u00FDch dat i zm\u011Bn zemsk\u00E9ho klimatu, trend\u016F ekonomick\u00E9ho v\u00FDvoje s vlivem vn\u011Bj\u0161\u00EDch i vnit\u0159n\u00EDch faktor\u016F, technick\u00FDch probl\u00E9m\u016F spolehlivosti slo\u017Eit\u00FDch syst\u00E9m\u016F. T\u011B\u017Ei\u0161t\u011B projektu je tvo\u0159eno regresn\u00EDmi modely obecn\u00FDmi i speci\u00E1ln\u00EDmi, tedy t\u011Bmi, kter\u00E9 jsou nejv\u00EDce vyhled\u00E1van\u00E9 p\u0159i modelov\u00E1n\u00ED statistick\u00E9 dynamiky. Projekt zahrne i souvisej\u00EDc\u00ED probl\u00E9my \u010Dasov\u00FDch \u0159ad, stochastick\u00E9 optimalizace," . . "2008-04-25+02:00"^^ .