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

  • The need to stop the adverse behavior of banks; curbing the desire of economic agents to obtain rent. Taxation in the context of the corrosive effect of tax competition. Role of government in restoring the public’s eroded trust in financial institutions.

    статья, добавлен 08.02.2021

  • Analysis of the impact of presentations of high-tech companies on the stock quotes of companies. Research of high-tech companies and product presentations, creation of recommendations for investors. Introduction of a new product at a special public event.

    дипломная работа, добавлен 10.12.2019

  • The rapid development of e-commerce and alternative banking services - the main global trends. Tencent’s payment ecosystem as fundament of company’s strategy. The low profit margin - one of the characteristics of the financial technology business.

    статья, добавлен 08.02.2021

  • Overview of the problem of financial support for digitalization of human capital. Concepts, mechanisms for ensuring this issue. Justification of the concept of financial support for the digitalization of human capital, the content of the main categories.

    статья, добавлен 19.03.2024

  • Major problems of corporate finance in the telecommunications sector and the creation of modern economic thinking. Characteristics of deep and complex understanding of economic issues and financial performance management sectors of the Ukrainian economy.

    учебное пособие, добавлен 11.10.2014

  • Features of financial support for the activities of enterprises of the agricultural sector of Ukraine. Characteristics of forms of financing the industry. Dynamics of indicators of the volume and capital structure of domestic agricultural enterprises.

    статья, добавлен 17.06.2020

  • Development of the "green" financial system in Ukraine in accordance with the requirements of the European "green" rate and economic growth trends. Ensuring the competitiveness of the national economy and realizing the interests of stakeholders.

    статья, добавлен 24.07.2022

  • Features of formation of the predicted values of financial potential. Characteristics and specifics of the internal financial planning mechanism. The essence and importance of the process of regulation of all financial markets, financial planning.

    статья, добавлен 20.07.2018

  • Accounting - a basic tool for tracking the status and movement of all assets and liabilities of an organization. Financial management of public finances - a set of activities that the state administration has at its disposal to achieve its liquidity.

    статья, добавлен 22.02.2021

  • The problem of sharp exchange rate fluctuation of the ukranian national currency is considered in the article. The international practice shows that consolidation of the national financial markets may be provided on the basis of such regulated markets.

    статья, добавлен 28.09.2016

  • The objectives of accounting. The separation of the management functions: planning, coordination, communication, controlling. The main advantages and limitations of budgeting. The types of budget: unlimited, production, cash, budget of sales, purchases.

    реферат, добавлен 07.12.2014

  • The essence of financial security of financial institutions of Ukraine in the circumstances of a state of war and providing proposals for its provision. Key aspects and methods of ensuring the sustainability and hope of financial institutions in the EU.

    статья, добавлен 19.03.2024

  • Role, importance and place of volatility in risk management. Features and characteristics of volatility risk management using financial instruments, the prices of which depend on the volatility of the financial asset. Building a risk management system.

    дипломная работа, добавлен 09.08.2018

  • Why do companies hedge the different proportion of their production. Significant variation of companies' behavior means. The factors that determine hedging activities. The financial distress costs reduction and optimizing of investment financing.

    дипломная работа, добавлен 23.09.2018

  • Disclosure of the essence of crowdfunding as an innovative form of enterprise financing. Advantages of crowdfunding as the most promising way to attract funds by small and medium-sized businesses in the modern economic and political realities of Ukraine.

    статья, добавлен 19.08.2020

  • Analyze the main financial indicators and financial architecture of the selected companies of the study. Based on a analysis of the companies, determine the current capital structure and find out country differences of Uzbek and Russian companies.

    дипломная работа, добавлен 07.12.2019

  • Evaluation of the potential relationship between the degree of transparency of the companies and their financial indicators. The impact of regulatory information disclosure on the business on his financial well-being. Financial Performance link.

    дипломная работа, добавлен 28.08.2016

  • Pricing strategy as the pursuit of identifying the optimum price for goods. Main pricing strategies: Discount, Market Penetration, Premium, Skim Pricing. Skim pricing as a technique that companies use to find the optimum price point for a product.

    доклад, добавлен 20.12.2014

  • The spread of RegTech technology, the application of which makes it possible to bring the activities of financial institutions into compliance with the norms established by law. Consideration of the essential meaning of the regulatory "sandbox".

    статья, добавлен 08.01.2024

  • Impact of the global economic crisis on economic. Analys of the exchange rate regime choice and macroeconomic performances in the Serbia, Croatia, Montenegro, Macedonia, Bulgaria. Advantages and disadvantages of fixed and floating exchange rate regimes.

    статья, добавлен 25.09.2016

  • Modern technologies of realization of public interests in Ukraine. Identification of the national and political features of crowdfunding. Possibilities and advantages of the anti-corruption joint venture. Formation of social capital in Ukrainian society.

    статья, добавлен 25.06.2023

  • The main goals of controlling are to improve current processes at the enterprise and achieve strategic goals. Use of management accounting with its system indicators, reports and cost management. Formation of financial and non-financial indicators.

    статья, добавлен 22.01.2024

  • Valuation of the company's capital assets. Advantages of conducting financial transactions based on blockchain technology. Increasing the efficiency of management of the organization's capital cost. Analysis of real options and discounted cash flows.

    статья, добавлен 11.12.2023

  • Modeling of financial time series with significant balances. Using co-symmetry as a risk assessment tool. Justification of investment feasibility and risk assessment of foreign exchange portfolios of Pakistani investors. Advantages of the GARCH model.

    статья, добавлен 19.01.2022

  • Research of the main activities related to the state's regulatory policy and public interest. Features of the process of concluding bilateral investment agreements designed to level out possible risks and guarantee the inviolability of foreign assets.

    статья, добавлен 04.07.2022

Работы в архивах красиво оформлены согласно требованиям ВУЗов и содержат рисунки, диаграммы, формулы и т.д.
PPT, PPTX и PDF-файлы представлены только в архивах.
Рекомендуем скачать работу и оценить ее, кликнув по соответствующей звездочке.