|
|
Business Plan with European Union Structural Funds Support
Boltižiar, Víťazoslav ; Duda, Miroslav (referee) ; Škapa, Stanislav (advisor)
Diplomová práce se zabývá problematikou realizace podnikatelského plánu za podpory strukturálních fondů Evropské Unie. V první části se zabývá shrnutím teoretických východisek pro práci. V druhé části poté samotným vytvořením podnikatelského plánu. Tato část obsahuje podnikatelský záměr, analýzu konkurence a trhu, potenciálních zákazníků, studii proveditelnosti a možnosti podpory ze strany EU. Výstupem práce je ucelený projekt.
|
|
|
The Manifestation of God in Film
Duda, Miroslav ; Martínková, Libuše (advisor) ; Kropáček, Luboš (referee)
Anotation The main gaol of this study is to systematically map the manifestation of God in film with the focus on Hollywood production because it influences the whole western cinematography from its beginning to the present day. It systematically reveals various approaches to adaptation of the topic with regard to the time, cultural and social kontext. It expounds the development of the main aspects and ground of film censorship, which is considerably influenced by religion in secularized societies. It describes the techniques and approaches of individual directors to the topic.
|
|
|
Predictive Power of Machine Learning in Cryptoassets
Duda, Miroslav ; Krištoufek, Ladislav (advisor) ; Baruník, Jozef (referee)
The work attempts to forecast the sign of the price change for cryptoasset time series through classification. The main purpose is to find evidence concerning market efficiency of the cryptoasset markets, potential trading strategies, and differences between the modelled assets. Supporting vector machines, random forests, and multilayer perceptron models are used. An additional model aggre- gates the results of the previous three. Bitcoin, Ether, XRP, and Binance Coin are the modelled cryptoassets. The input variables include transformed daily closing prices up to five lags, trading volumes, volatility, and moving averages. Random forest models perform the best, followed by supporting vector ma- chines, and multilayer perceptrons. Aggregation does not produce improved forecasting performance. The two older assets, Bitcoin and Ethereum, are found to be less forecastable than the newer, Binance Coin and XRP. Dif- ferences between the assets exist as exhibited through forecastability. Higher classification accuracies are not found to imply better trading performance. JEL Classification C15, C69, G13, G14, G17 Keywords cryptoassets, machine learning, forecasting, cryptocurrencies Title Predictive Power of Machine Learning in Cryp- toassets
|
|
|
The Profitability of Standard Trading Strategies in Cryptocurrency Markets
Duda, Miroslav ; Krištoufek, Ladislav (advisor) ; Brož, Václav (referee)
The thesis attempts to determine how strategies used for forecasting and trad- ing on foreign exchange and stock markets perform when applied to cryptocur- rency markets. The approaches explored are ARIMA, VAR, MA Crossover, and Granger Causality using gold prices and S&P 500. The currencies traded are Bitcoin, Ethereum, Binance Coin, and Basic Attention Token. The models are trained on logarithmically transformed and differenced time series composed of the currencies' daily and hourly closing prices. Applying these strategies mostly leads to ambiguous results, with MA Crossover generally performing better than VAR, which in turn performs better than ARIMA. However, every strategy was moderately successful for at least one of the currencies examined. Trading on the hourly dataset was negatively influenced by sudden price jumps. ARIMA and VAR perform better in the inter-bubble periods. No significant Granger causality was found. Keywords Cryptocurrency, Trading, Bitcoin, Ethereum, Binance Coin, Basic Attention Token, ARIMA, VAR, MA Crossover, Granger Causality Title The Profitability of Standard Trading Strategies in Cryptocurrency Markets Author's e-mail miroslav.duda11@gmail.com Supervisor's e-mail ladislav.kristoufek@fsv.cuni.cz
|
|
|
The Manifestation of God in Film
Duda, Miroslav ; Martínková, Libuše (advisor) ; Kropáček, Luboš (referee)
Anotation The main gaol of this study is to systematically map the manifestation of God in film with the focus on Hollywood production because it influences the whole western cinematography from its beginning to the present day. It systematically reveals various approaches to adaptation of the topic with regard to the time, cultural and social kontext. It expounds the development of the main aspects and ground of film censorship, which is considerably influenced by religion in secularized societies. It describes the techniques and approaches of individual directors to the topic.
|
|
|
Business Plan with European Union Structural Funds Support
Boltižiar, Víťazoslav ; Duda, Miroslav (referee) ; Škapa, Stanislav (advisor)
Diplomová práce se zabývá problematikou realizace podnikatelského plánu za podpory strukturálních fondů Evropské Unie. V první části se zabývá shrnutím teoretických východisek pro práci. V druhé části poté samotným vytvořením podnikatelského plánu. Tato část obsahuje podnikatelský záměr, analýzu konkurence a trhu, potenciálních zákazníků, studii proveditelnosti a možnosti podpory ze strany EU. Výstupem práce je ucelený projekt.
|
|
| |
guest ::
