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...Trading strategies based on predicting prices of futures contracts jan mrozowski promotor prof zw dr hab marian noga introduction derivative markets for commodities and currencies play vital part in modern day international financial world by allowing market participants to manage their risk or engage activities generate maximize profits high value metals such as gold are used extensively organizations that manufacturing processes well institutions due established inverse correlation between volatility price the metal recent developments machine learning algorithms gained wide adoption some industries but applicability derivatives have not been covered academic literature building statistical models predict a commodity use it is typically limited houses keep most research house means competitive advantage peer reviewed this area scarce book money management traders nauzer balsara states buy signal generated when shorter two moving averages exceeds longer one sell average falls below fo...