Give the definition of an exponential random variable with parameter . Show that is memoryless.
Now let be independent exponential random variables, each with parameter . Find the probability density function of the random variable and the probability .
Suppose the random variables are independent and each has probability density function given by
Find the probability density function of [You may use standard results without proof provided they are clearly stated.]