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laplace_distribution

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Laplace Distribution

In probability theory and statistics, the Laplace distribution is a continuous probability distribution named after Pierre-Simon Laplace. It is also known as the double exponential distribution, because it can be thought of as two exponential distributions (with an additional location parameter) spliced together back-to-back. The difference between two independent identically distributed exponential random variables is governed by a Laplace distribution, as is a Brownian motion evaluated at an exponentially distributed random time.

The probability density function of the gamma distribution is

f(x,mu,sigma) = 1/(2s)exp(-abs(x-mu)/s)

where   

s = sigma/sqrt(2)

support -Inf ⇐ x ⇐ Inf

ParameterDescription Default value
Mu The mean value 0.0
Sigma The standard deviation1.0
laplace_distribution.1574080456.txt.gz · Last modified: 2019/11/18 13:34 by 127.0.0.1