Predicting stock market returns using text mining of online news headlines
The main advantages of unstructured text data, their use in the political and economic areas. Research of connection between the online-news headlines and the activities of the financial market. Using of linear regression models for predicts log-returns.
Подобные документы
Occurrence of the idea of online payments. The development of the cryptocurrency market, its modern problems, the reasons for the growth and popularity of various types of tokens among investors, the problems and prospects for using cryptocurrency.
статья, добавлен 08.06.2024The hypothesis that the formation of investment portfolios of two assets based on predicted returns obtained using fractal models with conditional heteroscedasticity ARFIMA-GARCH allows to obtain portfolios with better characteristics than using the ARFIM
статья, добавлен 20.01.2022Determining the relationship between market structure and financial decisions of companies. Determining degree of influence of market structure on the capital structure. The market structure implies market power, which is measured by the Tobin’s Q ratio.
статья, добавлен 01.06.2018Determination of the place and role of non-bank financial institutions in the development of the financial services market. Development of special systems of insurance and protection against financial risks. Increase in the return on loan capital.
статья, добавлен 08.09.2020Investor relations of communication, because there is no other area where there are so many rules about when, to whom and why something needs to be said. The imperative of investor relations is to strengthen trust between capital market participants.
статья, добавлен 22.11.2021Digitalization in the life of modern society. Theoretical aspects, principles of operation blockchain technology, its advantages in reducing risks and costs for market participants. The use of non-fungible tokens in interbank and financial settlements.
статья, добавлен 16.06.2024Regression analysis of panel data, which was performed using GRETL software, was chosen as the main research method for analyzing the impact of determinants on financial performance indicators. Features of using four different dependent variables.
статья, добавлен 23.05.2023The role of government regulation of the financial services market in Ukraine, the causes and the necessity of delegating more powers to the regional level. Algorithm of differentiation of functions of state management in the financial services market.
статья, добавлен 28.09.2016The studying and analyzing of the current state of the international investment activity, to identify its influence on national economies, to find the main competitive advantages of the world leading companies of the global information technology market.
статья, добавлен 16.11.2018The analysis of factors, conditions that affect the attractiveness of mining investment in Poland. Political risk, institutions and foreign direct investment. Measurement of competitive advantages and market attractiveness for strategic controlling.
статья, добавлен 30.11.2020Study of the questions the applicability of the efficient market hypothesis for analysis of financial markets. Analyze methods of forecasting future prices of financial assets based on the concept of the fractal structure and long-term memory of markets.
статья, добавлен 26.06.2018Analysis of the period of company take over in terms of risk-return trade off. Description of the model used to analyze the volatility of stock returns. Exploration of dependence the volatility of stock return on the type of the acquiring company.
дипломная работа, добавлен 30.07.2016Of all the many changes of the world economy in recent decades, few have been nearly so dramatic as the resurrection of global finance. How can we explain the remarkable globalization of financial markets and what are its economic, political implications?
статья, добавлен 19.09.2013- 39. Options trading
A study of investment strategies volatility. The advantages of trading options in the stock market. The concept, nature and characteristics strategies options Straddle, creating a positive return without any cost for transactions using this strategy.
контрольная работа, добавлен 20.03.2016 Increasing the security of cryptocurrency market participants. Optimizing the investment portfolio of traders. The use of artificial intelligence and chatbots in the financial and trade spheres. Prevention of fraud, detection of suspicious transactions.
статья, добавлен 15.04.2024Approaches to the establishment of a financial center, especially in terms of legal regulation, the Abu Dhabi Global Market (ADGM), Qatar Financial Center (QFC) and the Dubai International Financial Center (DIFC). ADGM and DIFC as financial-free zones.
статья, добавлен 30.07.2018The principles of the functioning of financial markets in the context of globalization. Trends in capital flows in the world today. Risk evaluation in the banking sector of Ukraine. Impact of financial crisis on the living standards of the population.
статья, добавлен 25.03.2016Analysis of problems and prospects of development of the market of bond loans by construction companies using various methods. Building a complete picture of the construction company's financial position and General justification of financial results.
статья, добавлен 05.11.2020A comprehensive overview of the fintech landscape. The key characteristics of fintech, the stages of its development of its regulatory field, innovative technologies shaping market behavior, as well as the current state of the fintech technology market.
статья, добавлен 04.09.2024Development of a sound financial policy, which should be aimed at increasing the efficiency of banking business and the activities of enterprises on the financial market. Optimization of main costs and ensuring transparency of budget operations.
статья, добавлен 02.07.2024Financial statements of the company in the market economy conditions is the main source of information about the assets, capital, profits and cash flows. Introduction of accounting at the enterprise. Assessment of the financial position of the company.
статья, добавлен 01.09.2018The importance of financial reform to ensure financial sustainability of cultural and art institutions in Uzbekistan in a market economy, the main tasks in its implementation. The profitability index of financial reform of cultural and art institutions.
статья, добавлен 10.10.2024Innovation as the driving force of economic growth and social progress. Creation of favorable conditions for the inflow of foreign capital to Ukraine. Stimulating research activities. Elimination of financial barriers to the introduction of inventions.
статья, добавлен 25.06.2024Low quality of reporting in Asia compared to developed markets - the main incentives for investment in the financial sector in the region. Cash accounting - the methodology of recording transactions only if the real cash flows in or out of the firm.
курсовая работа, добавлен 16.11.2015Analysis of financial activities of agricultural holdings of Pomerania and Mazury of Poland, leading accounting and having a minimum economic size. Classification of agroholdings by economic rating, algorithm for assessing their financial position.
статья, добавлен 24.11.2017