ParetoNBDModel.fit

ParetoNBDModel.fit(fit_method='map', **kwargs)

Infer posteriors of model parameters to run predictions.

Parameters:

• fit_method (str) – Method used to fit the model. Options are: * “map”: Posterior point estimates via Maximum a Posteriori (default) * “mcmc”: Full posterior distributions via No U-Turn Sampler (NUTS)

• kwargs – Other keyword arguments passed to the underlying PyMC routines