Deep Learning Stock Volatility with Google Domestic Trends

Ruoxuan Xiong, Eric P. Nichols, Yuan Shen

We have applied a Long Short-Term Memory neural network to model S&P 500 volatility, incorporating Google domestic trends as indicators of the public mood and macroeconomic factors…