Researchdouble machine learningjump diffusioncrypto etfsportfolio diversification
Crypto ETFs Reduce Cryptocurrency Diversification Benefits
7.2
Relevance Score
Travis Dyer and Nicholas Guest analyze shock transmission between cryptocurrencies and U.S. equities from October 19, 2021 to July 22, 2024 using jump detection and double machine learning. They report that before crypto ETFs BTC and ETH often offset S&P moves (about −0.07% SPX per 1% crypto), but after ETF launches crypto co-moves with equities and loses most diversification value.
Scoring Rationale
Strong empirical evidence and practical relevance, limited by single working-paper source and lack of peer review.
Free Career Roadmaps8 PATHS
Step-by-step roadmaps from zero to job-ready — curated courses, salary data, and the exact learning order that gets you hired.
Data Analyst
Explore all career paths $95K
Data Scientist$130K
ML Engineer$155K
AI Engineer$160K
Data Engineer$140K
Analytics Eng.$140K
MLOps Engineer$160K
Quant Analyst$175K
Sources
- Read OriginalWhen Crypto Stopped Diversifying: The ETF Regime Shiftquantpedia.com
