Fitting Laplace Parameters via MLE

The log-likelihood function for the Laplace distribution for the sample {x1, …, xn} is

LL for Laplace distribution

The maximum likelihood estimates are

MLE fit Laplace parameters

where x-tilde is the median of the sample and n is the sample size. In this case

LL for Laplace distribution

MLE for Laplace distribution

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