Generování náhodného výběru s předepsanými vlastnostmi s aplikacemi v bankovnictví

The work concerns the searching for the algorithm for generating of the random variables with the given properties. There are made analyses of comparisons of the algorithms, and the optimal algorithm was chosen based on it. Since we focus on generating of random variables of defaults and explanatory...

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Bibliographic Details
Main Author: Voronin, Alexander
Other Authors: Franěk, Petr
Format: Dissertation
Language:English
Published: 2008
Online Access:http://www.nusl.cz/ntk/nusl-290227
Description
Summary:The work concerns the searching for the algorithm for generating of the random variables with the given properties. There are made analyses of comparisons of the algorithms, and the optimal algorithm was chosen based on it. Since we focus on generating of random variables of defaults and explanatory variables of defaults, it concentrates mainly on the conservation of the dependence of these variables. Further we are looking for the optimal sample size of the generated samples under conservation of the required properties. And in the last Chapter we have applied the surveyed techniques to the real data.