A quantitative analysis of the relationship between residential fire incidence, fire intensity, house characteristics, and location is presented. Fire itensity (ground vs. crown fire) was shown to be the most significant factor. Brush clearance and type of soffit vent were also shown to be related to fire incidence. Five factors allowed the model to correctly predict whether a house burned in 83 percent of the observation.