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A reproducible LSTM forecasting implementation for the log-transformed Sentiment–Volatility Ratio derived from UMCSI and VIX, featuring data preprocessing, time-series modeling, and empirical evaluation of sentiment-driven market volatility dynamics.

  • Updated Jun 13, 2026
  • R

Forecasting monthly US CPI from 28 FRED macro features with OLS, Ridge and Lasso. v1 is the original Baruch Pre-MFE submission; v2 fixes look-ahead leakage and benchmarks the honest forecast against naive rules. Lasso test R² drops from 0.39 to -0.20 once the leak is closed.

  • Updated Sep 24, 2026
  • Jupyter Notebook

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