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Stock Market Prediction using Machine Learning
International Journal of Communication and Media Science, 2020 A stock (also known as equity) is a security that represents the ownership of a fraction of a corporation. This entitles the owner of the stock to a proportion of the corporation's assets and profits equal to how much stock they own.
R. B. R +3 more
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Inflation and the Stock Market [PDF]
, 1978 This paper discusses a crucial cause of the failure of share prices to rise during a decade of substantial inflation. Indeed, the share value per dollar of pretax earnings actually fell from 10.82 in 1967 to 6.65 in 1976. The analysis here indicates that this inverse relation between higher inflation and lower share prices during the past decade was ...
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The Stock Market and Investment [PDF]
Review of Financial Studies, 1990 Changes in stock prices have substantial explanatory power for U.S. investment, especially for long-term samples, and even in the presence of cash flow variables. The stock market dramatically out-performs a standard q-variable because the market-equity component of this variable is only a rough proxy for stock market value.
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Regularities in stock markets [PDF]
International Journal of Modern Physics C, 2020 From the stock markets of six countries with high GDP, we study the stock indices, S&P 500 (NYSE, USA), SSE Composite (SSE, China), Nikkei (TSE, Japan), DAX (FSE, Germany), FTSE 100 (LSE, Britain) and NIFTY (NSE, India). The daily mean growth of the stock values is exponential.
Abhin Kakkad, Arnab K. Ray, Harsh Vasoya
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East Asian Economic Review, 2015 The key objective of this study is to investigate the return and volatility spillover effects among stock market, credit default swap (CDS) market and foreign exchange market for three countries: Korea, the US and Japan.
Taly I
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Cryptocurrency and Stock Market: Complements or Substitutes?
Applied Finance Letters, 2020 Purpose/Relevance: The main goal of this study is to find whether the cryptocurrency market does significantly impact the stock market prices and returns.
Mina Sami
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Short-term stock market price trend prediction using a comprehensive deep learning system
Journal of Big Data, 2020 In the era of big data, deep learning for predicting stock market prices and trends has become even more popular than before. We collected 2 years of data from Chinese stock market and proposed a comprehensive customization of feature engineering and ...
Jingyi Shen, M. O. Shafiq
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Why Does Stock Market Volatility Change Over Time?
, 1988 This paper analyzes the relation of stock volatility with real and nominal macroeconomic volatility, financial leverage, stock trading activity, default risk, and firm profitability using monthly data from 1857-1986.
G. Schwert
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Market Confidence Predicts Stock Price: Beyond Supply and Demand. [PDF]
PLoS ONE, 2016 Stock price prediction is an important and challenging problem in stock market analysis. Existing prediction methods either exploit autocorrelation of stock price and its correlation with the supply and demand of stock, or explore predictive indictors ...
Xiao-Qian Sun +3 more
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Impacts of Us Stock Market on Vietnam Stock Market
Tạp chí Khoa học Đại học Mở Thành phố Hồ Chí Minh - Kinh tế và Quản trị kinh doanh, 2020 This study evaluates impacts of US stock market, represented by Dow Jones Industrial Average Index (DJIA), on Vietnam stock market, particularly on the VN-Index and six investment portfolios classified by size, growth and liquidity.
Trang Hồng Đoan, Nguyễn Thu Hiền
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