Sentiment-Driven Stochastic Volatility Model: A High-Frequency Textual Tool for Economists

Jozef Barunik, Cathy Yi-Hsuan Chen, Jan Vecer

We propose how to quantify high-frequency market sentiment using high-frequency news from NASDAQ news platform and support vector machine classifiers. News arrive at markets random…