ABSTRACT

If A takes on a finite number of values, say 1 , . . . , M with respective probabilities 1, . . . , M, then the density of X = AZ is

where Z is the standard normal random variable and g is its density function. A common case is when A takes on two values, with 1 < 2 and 1 > 2, which is sometimes called a contaminated normal mixture.