Impacts of Federal Reserve System (FED) Economic Reports on US Financial Market Using Text Mining
Identifikátory výsledku
Kód výsledku v IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26510%2F20%3APU138169" target="_blank" >RIV/00216305:26510/20:PU138169 - isvavai.cz</a>
Výsledek na webu
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DOI - Digital Object Identifier
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Alternativní jazyky
Jazyk výsledku
angličtina
Název v původním jazyce
Impacts of Federal Reserve System (FED) Economic Reports on US Financial Market Using Text Mining
Popis výsledku v původním jazyce
Today, computer technology is becoming an effective means of disseminating various types of information. It brings news and issues to reach a wide range of audiences, including investors. The requirement for market information and the forecast offinancial assets is crucial for investment decisions. This study first examines the relationships between monetary policy reports and the stock index prices. The aim of the paper is to perform text mining of published Federal Reserve System (FED) reports and from these reports to deter-mine the sentiment communicated by the central bank and to identify the impact on stock markets. The motivation for conducting the study is the assumption that, for example, the Fed's communicated policy regarding raising interest rates or other similar macroeconomic events may have a significant impact on the purchase or sale of financial assets by investors. The paper is exceptional in that it links the interdisciplinary nature, which at the core in
Název v anglickém jazyce
Impacts of Federal Reserve System (FED) Economic Reports on US Financial Market Using Text Mining
Popis výsledku anglicky
Today, computer technology is becoming an effective means of disseminating various types of information. It brings news and issues to reach a wide range of audiences, including investors. The requirement for market information and the forecast offinancial assets is crucial for investment decisions. This study first examines the relationships between monetary policy reports and the stock index prices. The aim of the paper is to perform text mining of published Federal Reserve System (FED) reports and from these reports to deter-mine the sentiment communicated by the central bank and to identify the impact on stock markets. The motivation for conducting the study is the assumption that, for example, the Fed's communicated policy regarding raising interest rates or other similar macroeconomic events may have a significant impact on the purchase or sale of financial assets by investors. The paper is exceptional in that it links the interdisciplinary nature, which at the core in
Klasifikace
Druh
O - Ostatní výsledky
CEP obor
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OECD FORD obor
50206 - Finance
Návaznosti výsledku
Projekt
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Návaznosti
S - Specificky vyzkum na vysokych skolach
Ostatní
Rok uplatnění
2020
Kód důvěrnosti údajů
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů