If X is a Bernoulli random variable with parameter p and Y

If X is a Bernoulli random variable with parameter p , and Y is a continuous random variable with probability density function with probability density function f Y , use convolution to write a formula for the density function of Z = aX + Y where a is a constant

Solution

By the discrete convolution formula we have