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random variable X follows a Cauchy distribution if its density function is of the form:

$$ f(x) = \frac{1}{\pi \theta} \cdot \left[1 + \left(\frac{x - \alpha}{\theta}\right)^2\right]^{-1}\!,\enskip\\ \theta > 0\:. $$

The parameters Î± and Î¸ are the location and dispersion parameters, respectively.

The Cauchy distribution is symmetric about \( { x = \alpha } \), which represents the median. The first quartile and the third quartile are given by \( { \alpha \pm \theta } \).

The Cauchy distribution is a continuous probability distribution.

figure 1_46

Cauchy distribution, \( { \theta=1 } \), \( { \alpha=0 } \)

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REFERENCES

  1. Cauchy, A.L.: Sur les résultats moyens d'observations de même nature, et sur les résultats les plus probables. C.R. Acad. Sci. 37, 198–206 (1853)

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© 2008 Springer-Verlag

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(2008). Cauchy Distribution. In: The Concise Encyclopedia of Statistics. Springer, New York, NY. https://doi.org/10.1007/978-0-387-32833-1_46

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