The flexibility of a Weibull-type function makes it an appropriate model for describing data with either monotonic decreasing or convex trends. Mathematically simple methodology is developed to obtain parameter estimates which serve as initial values for nonlinear least squares estimation. These procedures are applied to tree ring increment data and result in models that fit well. Forest Sci. 30:573-581.