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Pairs trading & cointegration (ETFs) · 2026-08-31

Country-ETF Distance Pairs

sum-of-squared-deviations selection on international single-country ETFs

expected Sharpe 0.4–0.9confidence: lowfree daily data

The Gatev-style distance method (normalized price series, smallest sum-of-squared-deviations) on a compact international country-ETF universe is a different pair-selection mechanic and a different sub-universe than sector cointegration; ETFs are baskets, so single-name news rarely breaks convergence. Known caveat: the source paper's in-sample Sharpe looks data-mined, so this must be treated as a decay-risk candidate.

Universe

~22 liquid single-country ETFs (e.g. EWA, EWC, EWG, EWQ, EWU, EWJ, EWZ, EWW, EWY, EWT, EWH, EWS, EWL, EWP, EWI, EWD, INDA, FXI, EWM, EPOL, EIDO, EZA) — daily total-return series.

How it works

120-day formation ranks pairs by normalized-price SSD; trade the top ~5 pairs over a 20-day window, open when divergence exceeds ~1.0–2.0 historical sigma, exit on convergence or after 20 days, equal-weight, daily monitoring.

Expected performance

Research-derived Sharpe estimate: 0.4–0.9. source paper ~1.66 in-sample and a related study ~1.43 net, but Quantpedia's out-of-sample rebuild is negative — apply a heavy realism discount).

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Research & sources

Not financial advice. This page describes a research idea, not a recommendation. Any performance figures are hypothetical, research-derived estimates and are not indicative of future results. SignalChain is a research and educational tool; you are solely responsible for any decisions you make.