Lesson 1
The First Order Auto-regressive Model
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Several theories in finance relate to stock price analysis and prediction. The efficient markets hypothesis states that stock prices for publicly-traded companies reflect all available information. Prices adjust to new information instantaneously, so it is impossible to "beat the market." Furthermore, the random walk theory asserts that changes in stock prices arise only from unanticipated new information, and so it is impossible to predict the direction of stock prices. Using statistical tools, we can attempt to test the hypotheses and to predict future stock prices. These tests show that efficient markets theory is a half-truth. Shiller, Robert J. ECON 252, Financial Markets (2008), Spring 2008. Yale OpenCourseWare: Economics, Accessed 22/9/14 http://oyc.yale.edu/economics/econ-252-08/lecture-6 License: Creative Commons BY-NC-SA

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