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Max(Reward) Control

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   At the end of the day, we are interested in measuring the probability of gaining max(Reward) from an investment. In doing so, we calculate Return on Investment (ROI) as follows [1,3]: ROI=[(Net Return)/Cost]*100%= (Capital Gains)-Commission+(Dividend Yield) and Annualized ROI = [(1+ROI)**(1/n)-1]*100%, where n is the number of investment years.   It is clear that the negative values ROI<0 mean that total costs are greater than returns (red score), whereas positive values ROI>0 indicate that net returns are positive because total returns are greater than any associated costs (green/amber). Even though ROI is a direct measure of profitability, it does not adjust for risk. Both ROI and Return On Equity (ROE) are popular measures of financial performance and profitability [1]. While ROI is total profit divided by your initial investment ,  ROE, on the other hand, measures how much profit a company generates when compared to its shareholders' equity.   Becau...