Ans. A probability distribution must satisfy certain characteristics. Firstly, the probability assigned to each value must be between 0 and 1. Secondly, the sum of probabilities for all possible values must equal 1. Lastly, the values of the random variable must be mutually exclusive and collectively exhaustive.