For investors, the practical implication is that by using the normal distribution to explain movements in the stock market, traditional portfolio theory underestimates (and in some cases significantly underestimates) the downside risk in the market.C J uses data on valuation, earnings, and short term historical patterns in the stock market to correct for the problems noted above. C J does this by using a series of non normal conditional distributions. If you have read former Yale mathematician Benoit Mandelbrot’s book (with Richard Hudson), The (Mis)behavior of Markets: A Fractal View of Financial Turbulence, then you should note that C J is fractal by design.
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