This extended abstract describes a project on the uncertainty in analyses of flood and precipitation frequency in Colorado. Project participants: Mary Downton, Rebecca Morss, and Olga Wilhelmi (ESIG), Uli Schneider and Doug Nychka (GSP), and Eve Gruntfest (U of Colorado, Colorado Springs).