Operational decisions are often based on a “calculated risk.” The probability accompanying this risk, when weather elements are the critical factors, can often be estimated from climatological data. If the available data are limited as to quantity and quality, the applied climatological problem is further complicated. Several such problems and a solution to each are presented as illustrations of this phase of applied climatology and of the use of statistical analysis in meteorological probl