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Data Mining of Macroeconomic Data
Lang, Lukáš ; Berka, Petr (advisor) ; Marek, Luboš (referee)
The theme of my work is the Data Mining (DM) of Macroeconomic Data. The purpose of this work is to use DM methods for analysis of macroeconomic fundamentals of selected countries of the Western Europe and the U.S.A. between years 1961-1989 and to compare the DM methods with statistical methods. For the statistical analysis, I used EViews and MS-Office Excel, for the DM I used LISp-Miner. The structure of the work is as follows: in the theoretical part I define the analysed indicators and their relations with respect to the history of analysed period. Then are specified chosen statistical methods also with the reason for choice. The last chapter of the theoretical part describes the data mining. In the practical part I describe the problems which I solved, data collecting and preparation, use of the statisitical methods and DM methods and results obtained. The enlightenment lies in conclusion. I thank my supervisor, Prof. Ing. Petr Berka, CSc. for DM meditations and important suggestions. I thank my colleagues, Ing. Vojtech Menzl, MSc and Mgr. Jana Závacká for critique of the statistical methods. I thank the living members of my family for patience.
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