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UQO Working Paper No. 7 — Options-implied information for cross-asset return and volatility prediction: evidence from 3.8B option contracts.

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1# =============================================================================2# Author: Simon-Pierre Boucher3# Contact: contact@spboucher.ai4# =============================================================================5# Pinned to the environment used to validate the reproduction (2026-08-05).6# Python >= 3.11 recommended.7numpy==2.4.48pandas==3.0.29pyarrow==24.0.010scipy==1.17.111scikit-learn==1.6.112duckdb==1.5.213matplotlib==3.10.914