what makes a probability distribution valid 
two steps determine whether a probability distribution is valid the analysis should determine in step one whether each probability is greater than or equal to zero and less than or equal to one determine in step two whether the sum of all the probabilities is equal to one the probability distribution is valid if both step one and step two are true 