General restrictions on tail probabilities

When limited information on the distribution of a positive random variable X (continuous or discrete) is known (e.g., mode, mean, variance), the tail probability P(X⩾t) cannot be chosen independently. In this paper supremum and infimum for P(X⩾t) will be calculated over the set of positive random variables with unique mode, mean and/or variance given.