Maximum Likelihood Estimation of Asymmetric Laplace Distribution
Maximum Likelihood Estimation of Asymmetric Laplace Distribution
This function estimates the parameters of an asymmetric Laplace distribution for a sample.
mleAL(x)
Arguments
x: a numeric vector.
Returns
an object of class list containing the following components:
m: location parameter
sigma: scale parameter
tau: skewness parameter
r: number of iterations
References
Yu K and Zhang J (2005). A three-parameter asymmetric Laplace distribution and its extension. Communications in Statistics-Theory and Methods 34, 1867--1879.