"Kniha je prvn\u00EDm souborn\u00FDm d\u00EDlem o singularit\u00E1ch line\u00E1rn\u00EDch statistick\u00FDch model\u016F a m\u011Bla by b\u00FDt v\u00FDchodiskem pro dal\u0161\u00ED v\u00FDzkum v oblasti matematick\u00E9 statistiky a jej\u00ED aplikace. Pozornost je soust\u0159ed\u011Bna zejm\u00E9na na probl\u00E9my teorie odhadu, oblast\u00ED spolehlivosti a testov\u00E1n\u00ED hypot\u00E9z ve t\u0159ech z\u00E1kladn\u00EDch struktur\u00E1ch line\u00E1rn\u00EDch model\u016F. Jedn\u00E1 se o modely bez podm\u00EDnek na parametry st\u0159edn\u00ED hodnoty vektoru m\u011B\u0159en\u00ED, o modely, kdy parametry st\u0159edn\u00ED hodnoty jsou v\u00E1zan\u00E9 line\u00E1rn\u00EDmi podm\u00EDnkami a o modely, kdy se v podm\u00EDnk\u00E1ch objevuj\u00ED dal\u0161\u00ED parametry. Text obsahuje n\u00E1zorn\u00E9 p\u0159\u00EDklady, kter\u00E9 krom\u011B ilustrace teorie ukazuj\u00ED, \u017Ee \u0159ada praktick\u00FDch \u00FAloh m\u016F\u017Ee v\u00E9st k singularit\u00E1m. Kniha je dopln\u011Bna podrobn\u00FDm dodatkem obsahuj\u00EDc\u00EDm poznatky z maticov\u00E9 algebry a teorie pravd\u011Bpodobnosti."@cs . "Fi\u0161erov\u00E1, Eva" . . "Line\u00E1rn\u00ED statistick\u00E9 modely: regularity a singularity"@cs . . "3"^^ . "368"^^ . . "Kub\u00E1\u010Dek, Lubom\u00EDr" . "RIV/61989592:15310/07:00004752" . "Linear statistical models: Regularity and singularities" . "3"^^ . . "Kunderov\u00E1, Pavla" . . . "Linear statistical models: Regularity and singularities"@en . "[91C4BE303427]" . "978-80-200-1562-4" . . . . "368"^^ . "Z(MSM6198959214)" . "431124" . "The book presents a first comprehensive treatment on singularities in linear statistical models and is intended as a point of departure for further research in mathematical statistics and its applications. The focus is centered on problems in estimation theory, confidence regions and hypothesis testing in three basic structures of linear models. These are: models without constraints on mean-value parameters of an observation vector; models with linear constraints on mean-value parameters; and models with additional parameters in the constraints. Illustrative examples complement the theory, showing that many practical problems can lead to singularities. The book includes detailed Appendix on matrix algebra and probability theory."@en . "Line\u00E1rn\u00ED statistick\u00E9 modely: regularity a singularity"@cs . . "statistical models; singularities; estimation theory; reliability theory; statistical hypothesis testing"@en . . . . "Academia" . "RIV/61989592:15310/07:00004752!RIV08-MSM-15310___" . . . . "Linear statistical models: Regularity and singularities" . "The book presents a first comprehensive treatment on singularities in linear statistical models and is intended as a point of departure for further research in mathematical statistics and its applications. The focus is centered on problems in estimation theory, confidence regions and hypothesis testing in three basic structures of linear models. These are: models without constraints on mean-value parameters of an observation vector; models with linear constraints on mean-value parameters; and models with additional parameters in the constraints. Illustrative examples complement the theory, showing that many practical problems can lead to singularities. The book includes detailed Appendix on matrix algebra and probability theory." . "Linear statistical models: Regularity and singularities"@en . "Praha" . . . "15310" . . "Linear statistical models: Regularity and singularities" .