A random variable is called a gamma random variable with parameters if its PDF is given by
where is the gamma function. are called shape and scale parameters respectively.
The gamma distribution can assume different shapes for different values of as shown in Figure 7 and Figure 8. For , is a strictly decreasing function of asymptotically approaching 0 as .. For , has a unique mode at the location
and of value
The gamma distribution is important because many practical data can be fitted with it.