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National Repository of Grey Literature

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	Total Least Squares and Their Asymptotic Properties Chuchel, Karel ; Pešta, Michal (advisor) ; Antoch, Jaromír (referee) Tato práce se zabývá metodou úplně nejmenších čtverc·, která slouží pro odhad parametr· v lineárních modelech. V práci je uveden základní popis metody a její asymptotické vlastnosti. Je vysvětleno, jakým zp·sobem lze v konceptu metody využít neparametrický bootstrap pro hledání odhadu. Vlastnosti bootstrap od- had· jsou pak simulovány na pseudo náhodně vygenerovaných datech. Simulace jsou prováděny pro dvourozměrný parametr v r·zných nastaveních základního modelu. Jednotlivé bootstrap odhady jsou v rovině řazeny pomocí Mahalanobis a Tukey statistical depth function. Simulace potvrzují, že bootstrap odhad dává dostatečně dobré výsledky, aby se dal využít pro reálné situace. Detailed record
	Inflation forecasting using Bayesian vector autoregression Chuchel, Karel ; Stráský, Josef (advisor) ; Malovaná, Simona (referee) Detailed record
	Introduction to Bayesian Statistics Chuchel, Karel ; Komárek, Arnošt (advisor) ; Hušková, Marie (referee) The aim of this thesis is to cover the basics of Bayesian inference. Bayesian logic is to consider parameter as a random variable with specific prior distribution. Prior distrubution can be chosen from wide range of possibilities. In this thesis miscellaneous choices of prior distribution are discussed and are followed with many examples. The another part of thesis concerns with building Bayesian point and interval estimates. Everything is compared to classical approach towards statistics. Last section shows the application of previous topics on real data. Detailed record

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