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Joinpoint allows two different methods for model fitting - Grid Search or Hudson's. The Grid Search has a finite number of discrete locations that are tested to find the best model fit, while Hudson's allows for continuous fitting.
As of Joinpoint version 4.5.0.0, Hudson's method is unavailable.