It is a special case of the gamma distribution with the shape parameter \( k \) being a positive integer. The probability density function (PDF) of the Erlang distribution is given by:
\[
f(x; k, \lambda) = \frac{\lambda^k x^{k-1} e^{-\lambda x}}{(k-1)!} \quad
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