Foreword: One of the goals of the U.S. Army Corps of Engineers is to mitigate, in an economically efficient manner, damage due to floods. Assessment of the risk of flooding is a critical step in deciding how best to accomplish this goal. This pamphlet describes how we in the Corps estimates in project planning, and how the randomness of nature make our task difficult.