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Julián Apaza-Chino

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Open access Jul 2026

Predictive Model Based on Machine Learning to Determine Gold Price Fluctuation and Improve Trading Decisions

A sales-timing backtest showed a statistically significant result (−0.67%) versus a passive strategy, indicating calibrated price information alone does not yet yield a reliable trading edge, supporting the model’s role as decision support rather than an autonomous trading signal.

Alexander Vladimir Velez Flores, Arturo Rafael Chayña Rodriguez, Wildor Jazmany Jara Vilca et al. · 0 citations

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