Exploratory research

Equity indices

Broad indices compress the behaviour of many securities into liquid instruments that can express market direction, risk appetite and geographic or sector rotation.

Research status
Exploratory 1h research and portfolio-level monitoring
Research scope
Market-level · scoped by study

Archived experiment

Question. Could an ETF risk overlay retain enough return while reducing drawdown?

Evaluation. Six fixed later-data folds, 30 July 2025–28 April 2026, after a 63-session burn-in. The central transaction charge is 5 bp one way. SPY and a static 80% SPY / 20% IEF portfolio use the same next-bar convention.

ETF comparison · historical simulation
CaseAnnualised returnSharpeMax drawdown
Selected risk overlay10.20%0.95−6.44%
SPY16.27%1.21−8.34%
Static 80% SPY / 20% IEF13.11%1.20−6.77%

Stress and result. Higher costs, delayed execution, fixed-fold and regime checks were retained. Four of six folds were positive, but the bootstrap 5th-percentile Sharpe was −0.60. The drawdown improved while return-retention and Calmar gates failed.

Decision. Reject the proposed standalone role. These comparators are not matched on realised exposure or risk. The short, current-constituent sample limits the conclusion; its annualised figures are not a long-run forecast. An ETF component in broader paper monitoring does not establish a separate index track record.

Research record

The redacted aggregate results retain the period, metric definitions, assumptions and decision. Signal formulas, parameters, rankings, holdings and raw data are excluded.

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