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The Czech National Bank Communication and the Yield Curve
Karas, Pavel ; Horváth, Roman (advisor) ; Maršál, Aleš (referee)
This thesis analyzes the effect of the Czech National Bank's (CNB) communica- tion on the interest rate volatility (PRJBOR reference rate). Starting with the literature survey about the central bank communication in the world, I focus on the literature that concerns the CNB. To model the CNB's communication, I use the GARCH(l,1), EGARCH(l,1) and TARCH(l,1) models. I have created a unique data set containing the dummy variables for the CNB communication. The results are as follows: (a) the CNB's communication tends to decrease the volatility, (b) timing of the communication has a key role as the comments closer to the meeting have bigger calming effect, and that (c) there is no clear effect concerning the comments of the Bank Board members in the media. JEL Classification Keywords E43, E44, E52, E58 Czech National Bank, monetary policy signaling, central bank communication, the term structure of interest rates, GARCH analysis Author's email karasp@email.cz Supervisors's email roman. horvath@gmail.com
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Central Bank Communication and Correlation between Financial Markets: Evidence from the Euro Area
Kučera, Milan ; Horváth, Roman (advisor) ; Krištoufek, Ladislav (referee)
The aim of this thesis is to assess the effect of ECB's communication on financial market co- movements between Italy, Spain, Germany and France using MGARCH family of models. Author addresses partially the potential problem of endogeneity of central bank communication by using Composite indicator of systemic stress and excess liquidity. The author estimates the impact of ECB's communication on correlations of government bond yield changes using daily data from 2008 to 2014. For this purpose author employs bivariate diagonal BEKK(1,1) and bivariate scalar BEKK(1,1) with surprises of macroeconomic announcements under control. The results are consistent and robust for all models, the results suggest that communication does not have statistically significant effect on financial market correlations in the Euro area. Furthermore, author defines delta functions which describe and quantify the immediate and full effect of explanatory variables on conditional correlations in bivariate diagonal BEKK(1,1) and bivariate scalar BEKK(1,1). To the best of author's knowledge this thesis is the only one in the literature which examines this effect of ECB's communication by MGARCH models. Keywords: Financial markets, central bank communication, correlation, MGARCH, BEKK Author's e-mail: milankucera1@seznam.cz...
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The Impact of Macroeconomic News on the Price of Financial Assets
Říha, Jakub ; Moravcová, Michala (advisor) ; Džmuráňová, Hana (referee)
This thesis investigates the effect of Czech macroeconomic news announcements and Czech National Bank (CNB) communication on the price of financial assets and its volatility. As the financial assets we selected the EUR/CZK and USD/CZK exchange rates and also the Prague stock PX Index. To analyze the aforesaid effect we employed the GARCH (1,1) and EGARCH (1,1) models, each with Normal and Student's t error distribution. The main results were that the CNB's communication indeed have significant effect on the price of all three examined assets and surprisingly also tend to increase their volatility. Also the macroeconomic announcements significantly influence examined assets however significant macroeconomic indicators differ for each asset. The most influencing ones are: CPI, 1YPRIBOR and the unemployment rate. Another finding of our research was that volatility of examined time series data shows the characteristics of leverage effect, volatility clustering and persistence. Powered by TCPDF (www.tcpdf.org)
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Communication of the European Central Bank and contagion on financial markets
Jonášová, Júlia ; Horváth, Roman (advisor) ; Hlaváček, Michal (referee)
v Abstract The aim of this thesis is to assess the effect of central bank communication on joint occurrence of extreme returns and on extreme movements shared by two stock markets. The research concentrates on the following aspects: predictability of increased share of countries experiencing extreme returns in the eurozone based on the nature of policymaker's statement and also a set of control variables, change in probability of extreme returns joint occurrence after president's speech, determinants of joint occurrence when non-standard measures were announced and finally, effect of crisis period. Additionally, determinants of shared extreme movements between particular countries are examined. The results suggest that communication nature or crisis are not significant predictors of extreme returns joint occurrence. Moreover, markets seem to react jointly to ECB president's speech only when they have extremely high returns. Furthermore, markets jointly react on days of nonstandard measures announcement differently. We also found that in the first quantile dovish statements tend to increase returns above their mean in case of Greece and Germany, and Greece and the UK. Rest of the pairs of countries have opposite reaction to dovish tone and communication is significant in the 95th quantile for the pair...
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The Czech National Bank Communication and the Yield Curve
Karas, Pavel ; Horváth, Roman (advisor) ; Maršál, Aleš (referee)
This thesis analyzes the effect of the Czech National Bank's (CNB) communica- tion on the interest rate volatility (PRJBOR reference rate). Starting with the literature survey about the central bank communication in the world, I focus on the literature that concerns the CNB. To model the CNB's communication, I use the GARCH(l,1), EGARCH(l,1) and TARCH(l,1) models. I have created a unique data set containing the dummy variables for the CNB communication. The results are as follows: (a) the CNB's communication tends to decrease the volatility, (b) timing of the communication has a key role as the comments closer to the meeting have bigger calming effect, and that (c) there is no clear effect concerning the comments of the Bank Board members in the media. JEL Classification Keywords E43, E44, E52, E58 Czech National Bank, monetary policy signaling, central bank communication, the term structure of interest rates, GARCH analysis Author's email karasp@email.cz Supervisors's email roman. horvath@gmail.com
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The Czech National Bank Communication:GARCH analysis of 3M PRIBOR rate and Czech 10Y government bonds
Karas, Pavel ; Horváth, Roman (advisor) ; Maršál, Aleš (referee)
This thesis analyzes the effect of the Czech National Bank's (CNB) communication on the interest rate volatility (PRIBOR reference rate). Starting with the literature survey about the central bank communication in the world, I focus on the literature that concerns the CNB. To model the CNB's communication, I use the GARCH(1,1), EGARCH(1,1) and TARCH(1,1) models. I have created a unique data set containing the dummy variables for the CNB communication. The results are as follows: (a) the CNB's communication tends to decrease the volatility, (b) timing of the communication has a key role as the comments closer to the meeting have bigger calming effect, and that (c) there is no clear effect concerning the comments of the Bank Board members in the media.
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