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 role financial market in the economy. Buying and selling stocks and bonds. Types of financial markets. Rational distribution of resources. Volume and structure of manufacture. Development of the Ukrainian infrastructure of the financial market.

    презентация, добавлен 15.03.2016

  • The impact of intellectual capital, profitability and dividends on the market capitalization of companies listed on the Indonesian Stock Exchange and included in the L045 index. The main advantages of using the multiple linear regression method.

    статья, добавлен 08.02.2021

  • The study of financial markets in terms of machine learning. Natural language processing approach. Implementation of event-study for searching news. Construct model for predictions. The influence of the news background of exchanges on the price of shares.

    магистерская работа, добавлен 15.09.2020

  • Bank loans as the main financial instruments of the enterprise. Control market danger exposures within acceptable parameters, while optimising returns - one of the objective of risk management. Profitability analysis of United Company "RUSAL" PLC.

    презентация, добавлен 26.06.2016

  • Financial market and its structure. Composition of Financial market. Participants and issuers in KR securities market. Financial Instruments. Classification of Securities. Professional participants. Trade on Stock Exchange. Analyze of Financial Market.

    презентация, добавлен 28.05.2014

  • Researching the value of analysts' recommendations and identifying a market in which analysts have more predictive power. Studying the degree of reaction of stock prices to a specific recommendation. The appearance of abnormal returns on a security.

    дипломная работа, добавлен 10.12.2019

  • An study on the ambiguities and the risk on the Russian stock market. Portfolio theory, linear relationship between risk and return and the known probabilities of outcomes. The relationship between risk and return of uncertainty intraday observations.

    контрольная работа, добавлен 26.08.2016

  • Study of prospects for economic recovery in Ukraine. Characteristics of financial market participants. Increase the business activity of insurance companies, credit unions, banks. Ensuring the fulfillment of obligations to the International Monetary Fund.

    статья, добавлен 24.02.2024

  • Notion and functions, Structure, Financial, Payment Instruments of Money Market. Instruments of payment of market of money and their role are in realization of redistribution and motion of resources of money. Main segments of Kazakhstan bankrolls market.

    презентация, добавлен 22.03.2011

  • Functioning of the world financial market in conditions of strengthening of global processes and emergence of new economic challenges. The essence of debt security as an economic concept. Debt securities, their linking to financial market instruments.

    статья, добавлен 15.08.2017

  • Going concern in terms of economic instability and financial disorders. The effect of a firm's capital structure on its market value. Connection between ratio of total debt to total capital of the company and its market value in economy of Nigeria.

    статья, добавлен 23.03.2016

  • Research the performance of the contrarian strategy using stock market indexes of developing countries over the 1987-2014 period. The results of this research provide evidence for existence of the mean reversion phenomenon across developing markets.

    дипломная работа, добавлен 30.07.2016

  • The problem of correct pricing. Asset pricing as one of the main problems of financial markets. The efficiency market hypothesis. Speculative bubble is a phenomenon in the financial market when the market price exceeds the fundamental value of an asset.

    дипломная работа, добавлен 07.09.2018

  • Review of financial results, cost indicators, market capitalization of production, liquidity of the balance of agricultural holdings by the criterion of assets and liabilities. Diagnosis of the probability of bankruptcy using different models of analysis.

    статья, добавлен 15.12.2020

  • An analysis of different approaches to the disclosure of the terms "revaluation" and "underestimation" of financial indicators that are often used in relation to stock markets. A number of alternative financial evaluation criteria, such as: dividends.

    статья, добавлен 01.09.2018

  • The relationship between sovereign ratings and eurobond returns. Return volatility as the dependent variable, control, announcements of rating events, stationarity checks. Panel regression model. Empirical model for the Russian sovereign debt market.

    дипломная работа, добавлен 14.08.2016

  • Identify the trends of short-term investment and momentum in the Taiwan stock market. The causes of abnormal profits and their relationship to the behavior of investors in the market. Modeling the turnover of profit and the ratio of transactions.

    статья, добавлен 28.09.2016

  • The influence of Brexit on the financial markets through the media coverage. Application of the social media analysis to such unique event. Econometric analysis of daily returns of FTSE and DJA with number of publications as one of exogenous variables.

    дипломная работа, добавлен 07.09.2018

  • Description the three indicators: the mutual funds cash ratio, the short interest ratio, and the odd-lot ratio and their behavior during the 1955-1970 period. Examining the simultaneous relationship between three stock market indicators and stock prices.

    статья, добавлен 09.09.2012

  • Analysis the profitability of value, momentum strategies and a combination of strategies in Russian stock market. The explanation of the value premium and momentum effect. Momentum, value and combo portfolio construction and regression analysis.

    дипломная работа, добавлен 30.07.2016

  • Essence, main points and classification of Capital markets. Difference between Money Markets, Capital Markets and regular bank lending. Market participants. The main trading room of the Tokyo Stock Exchange. New issuance, Investment strategies, Taxation.

    эссе, добавлен 22.08.2013

  • Analysis of the mechanisms of state regulation of the stock market based on national characteristics. The importance of creating an adequate legal framework. The need for control over pricing processes by state authorities in the securities market.

    статья, добавлен 03.12.2020

  • The dawn of international investing. The intuition behind diversifying across nations. International portfolio diversification benefits: Cross-country evidence from a local perspective. Returns in emerging markets. The development of the financial market.

    курсовая работа, добавлен 28.08.2016

  • Determining 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 01.06.2018

  • The 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 20.01.2022

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.