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Data Mining In Financial Markets, Stephen Evans

Information Systems & Operations Management Theses

Momentum in financial markets can cause securities prices to continue trending upward/downward based on the recent performance. This paper reviews a study that attempts to discover how much daily returns in the stock market can be explained by financial momentum. This study uses classification data mining to attempt to predict the direction of daily returns of randomly selected stocks from the Russell 1000 and Russell 2000 stock indexes. The study uses moving averages of historical daily stock prices as attributes, along with different data mining classifiers, to attempt to make these predictions. A secondary goal of this study is to …