cymr.fit.Recall.likelihood_subject

abstract Recall.likelihood_subject(study, recall, param, param_def=None, patterns=None)

Log likelihood of data for one subject based on a given model.

Parameters:

• study (dict of (str: list of numpy.array)) – Information about the study phase in list format.

• recall (dict of (str: list of numpy.array)) – Information about recalled items in list format.

• param (dict of (str: float)) – Model parameter values.

• param_def (cymr.parameters.Parameters, optional) – Parameter definition object; used to interpret parameters.

• patterns (dict of (str: dict of (str: numpy.array)), optional) – Patterns to use in the model.

Returns:

• logl (float) – Total log likelihood of data for this subject.

• n (int) – Number of evaluated data points.