. "1"^^ . "Projekt je zam\u011B\u0159en na rozvoj, algoritmizaci a softwarov\u00E9 zpracov\u00E1n\u00ED neparametrick\u00FDch regresn\u00EDch technik, hlavn\u00ED pozornost bude v\u011Bnov\u00E1na studiu vyhlazovac\u00EDch technik u\u017E\u00EDvan\u00FDch v aditivn\u00EDch modelech (splajny, j\u00E1drov\u00E9 vyhlazov\u00E1n\u00ED), speci\u00E1ln\u00EDm line\u00E1rn\u00EDm model\u016Fm s komponentami rozptylu ve varia\u010Dn\u00ED matici, d\u00E1le pak konstrukci rychl\u00FDch algoritm\u016F pro uveden\u00E9 metody zalo\u017Een\u00FDch na fourierovsk\u00E9 anal\u00FDze, teorii wavelet\u016F a Moore-Penroseov\u011B pseudoinverzi matice velk\u00E9 dimense. Po\u010D\u00EDta\u010Dov\u00E1 implementace bude p\u0159ev\u00E1\u017En\u011B realizov\u00E1na v syst\u00E9mu MATLAB. Aplikace budou zam\u011B\u0159eny zejm\u00E9na na detekci dlouhodob\u00FDch zm\u011Bn klimatick\u00FDch faktor\u016F. P\u0159edpokl\u00E1d\u00E1 se, \u017Ee d\u00EDl\u010D\u00ED v\u00FDsledky dosa\u017Een\u00E9 b\u011Bhem \u0159e\u0161en\u00ED projektu budou prezentov\u00E1ny na mezin\u00E1rodn\u00ED konferenci ESES 96, kter\u00E1 bude satelitn\u00ED konferenc\u00ED 4. sv\u011Btov\u00E9ho kongresu Bernoulliho spole\u010Dnosti ve V\u00EDdni." . "Aditivn\u00ED stochastick\u00E9 modely - rozvoj, po\u010D\u00EDta\u010Dov\u00E1 implementace a u\u017Eit\u00ED k identifikaci zm\u011Bn v oblasti \u017Eivotn\u00EDho prost\u0159ed\u00ED" . . . . "0"^^ . . "http://www.isvav.cz/projectDetail.do?rowId=GA201/96/0665"^^ . "0"^^ . . . . "GA201/96/0665" . . "P\u0159i pln\u011Bn\u00ED c\u00EDl\u016F byla z\u00EDsk\u00E1na \u0159ada nov\u00FDch v\u00FDsledk\u016F, kter\u00E9 byly publikov\u00E1ny ve sborn\u00EDc\u00EDch konferenc\u00ED a v \u010Dasopisech. T\u00FDm byl velmi aktivn\u00ED v organizac\u00ED konferenc\u00ED, \u010D\u00E1st aktivity se soust\u0159edila i na psan\u00ED program\u016F. Relativn\u011B k velikosti t\u00FDmu je ov\u0161em po\u010Det"@cs . . "16"^^ . . "Additive stochastic models - development, computer implementation and application to the identification of environmental changes"@en . . "16"^^ . . . "The project is aimed at development, algorithmization and software implementation of nonparametric regression techniques.In particular smoothing techniques applicable to additive models (splines, kernel smoothing, etc.) and to special linear models with variance components in covariance matrix will be studied. In addition attention will be paid also to the construction of fast algorithms for the above methods, based on discrete Fourier analysis, wavelet theory and Moore-Penrose pseudoinverse of large scale matrices. The system MATLAB is intended to be the primer software platform for the computer implementation. Applications will be focussing mainly on the detection of long-term climatological changes.We expect that the partial results achieved will bepresented on ESES 96 which will be the international satellite conference to the 4-th World Congress of the Bernoulli Society held in Vienna in August 1996."@en . . .