'In-sample prediction, conditional on the current, and possibly past,
regimes
Parameters
params : array_like
Array of parameters at which to perform prediction.
Returns
predict : array_like
Array of predictions conditional on current, and possibly past,
regimes'

def predict_conditional(self, params):

    raise NotImplementedError
