Comments on uniqueness of statistics derived from moments of random variables

Electrical engineers and physicists are often confronted with the problem of finding a probability density of a random variable (e.g., a noisy signal) from its moments. Some sources of apparent confusion in deciding whether the distribution is uniquely determined are discussed.