Hypotheses
AVAX Hyperliquid 4H Two-Endpoint String-Shape Analog Forecast
Derived by the Research Lead from Erik Bartoš and Richard Pinčák's Identification of market trends with string and D2-brane maps: test whether the two-endpoint price-history map identifies recurring shapes with…
Hypothesis
Derived by the Research Lead from Erik Bartoš and Richard Pinčák's Identification of market trends with string and D2-brane maps: test whether the two-endpoint price-history map identifies recurring shapes with informative subsequent returns. This is an operationalization of the supplied full paper, not a reproduction of StringAlgo v.16, whose complete order rules are not disclosed. Use AVAXUSD.HYPERLIQUID 4-HOUR closes as a declared substitute for the paper's FX midpoint samples. Keep the two-endpoint mapping from Equation (3); add a standard nearest-neighbor forecast, explicit trading thresholds, and protective exits. All map windows end at the decision timestamp; historical neighbor outcomes must already be fully observed. Execute market orders at the signal bar's close. Protective stops trigger intrabar through platform matching. Parameters remain frozen after deployment, while the causal historical observation buffer advances.
Analysis
Identification of market trends with string and D2-brane maps
Backtest and paper results are hypothetical. Trading involves risk of loss.