Chapter 64

Using the lognormal random variable to model stock prices

Questions answered in this chapter:

  • What is a lognormal random variable?

  • Is there a reason stock prices might follow a lognormal random variable?

  • How can I model the future price of any stock as a lognormal random variable?

  • How can I compute the probability that Microsoft’s stock price will exceed $130 six months from now?

  • How can I compute the probability that in six months, Microsoft stock will sell for $90 or less?

  • How can I compute the median price of Microsoft stock in six months?

Many people are interested in modeling the future price of a stock, a commodity such as oil or wheat, or a future exchange rate. For the last 40 years, the lognormal random variable has been ...

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