The probability distribution of a quantity known to be contained within an interval having uncertain limits

Abstract

A probability distribution is derived that applies to a quantity known to be contained within an
interval whose limits are estimated but not exactly known. A Monte Carlo procedure for
numerically computing the distribution is described. Analytic expressions for the expectation
and variance are given.