Predicting the Dow Jones Industrial Average with Sentiment-Enhanced LSTM Models
Dec 1, 2025
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1 min read
Project demonstrating the efficacy of LSTM models in enhancing prediction of stock indexes such as the DJIA.
Tools Used: Python, R
Authors
PhD Student in Statistics
Spencer Hilligoss is a PhD student in Statistics at the University of California, Irvine,
advised by Dr. Annie Qu and Dr. Tianchen Qian. His research focuses on causal mediation
analysis, representation learning, and statistical methods for mobile health and
personalized medicine, with applications to Type 1 Diabetes.