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In this study, I will put that conventional wisdom to the test by adapting the EM algorithm and applying it in an attempt to solve this predicament, while comparing its performance to the baseline algorithms, namely linear regression, neural net- works, and support vector regression (SVR), on an S&P 500 historical stock dataset.