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Power Laws and Non-Gaussian Systems

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An Introduction to Complex Systems
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Abstract

In 1993 the Long-Term Capital Management (LTCM) hedge fund was created, most notably including Myron S. Scholes and Robert C. Merton who would later win the Nobel Memorial Prize (the so-called Nobel Prize in Economics).

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Notes

  1. 1.

    An option is the right to buy or sell stocks or some other financial instrument at some price at some point in time.

  2. 2.

    See Appendix D for a clarification of \(x \sim \mathcal{N}()\) notation.

  3. 3.

    Although the median of (9.21) is perfectly well defined, see Problem 9.9.

  4. 4.

    The Cauchy distribution is essentially a symmetric, two-sided heavy-tailed distribution. The Cauchy distribution was used in Figure 9.7, since its symmetric form leads us to expect a mean at zero. In practice the Cauchy distribution is encountered relatively rarely, and we will focus on regular power laws.

  5. 5.

    See Problem 9.15 for a related discussion on power laws, policy focus, and homelessness.

  6. 6.

    Or “scale free,” meaning that \(z\) has no characteristic scale. Scale free-ness is a hallmark of complex systems, as we will see in Chapter 10.

  7. 7.

    The article can be found online; a link is available from the textbook reading questions pagetextbook reading questions page.

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Correspondence to Paul Fieguth .

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Fieguth, P. (2021). Power Laws and Non-Gaussian Systems. In: An Introduction to Complex Systems. Springer, Cham. https://doi.org/10.1007/978-3-030-63168-0_9

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