Beating human analysts in nowcasting corporate earnings by using publicly available stock price and correlation features

Keyphrases

• Publicly Available 100%
• Stock Prices 100%
• Corporate Earnings 100%
• Stock Correlation 100%
• Nowcasting 100%
• Correlation Features 100%
• Machine Learning Techniques 33%
• Order of Magnitude 33%
• Recent Trends 33%
• Simple Linear Regression 33%
• Value-based 33%
• Publicly Available Data 33%
• Automatization 33%
• Pair Correlation 33%
• Feature Space 33%
• Automatic Prediction 33%
• Proxy Variables 33%
• Investment Valuation 33%
• Business Valuation 33%
• Analysts' Forecasts 33%
• Earnings Prediction 33%
• S&P 100 33%
• Econometric Approach 33%
• Machine Learning Research 33%
• Stock Market Prices 33%

Economics, Econometrics and Finance

• Stock Price 100%
• Machine Learning 100%
• Econometrics 50%