cymr.fit.Recall.fit_subject

Recall.fit_subject(subject_data, param_def, patterns=None, method='de', **kwargs)

Fit a model to data for one subject.

Parameters:

• subject_data (pandas.DataFrame) – Data for one subject.

• param_def (cymr.parameters.Parameters) – Parameter definitions.

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

• method (str, optional) – Search method for fitting the parameters.

• kwargs – Additional keyword arguments for the search method.

Returns:

• param (dict of (str: float)) – Best-fitting parameters, including fixed, free, and dependent parameters.

• logl (float) – Log likelihood for the best-fitting parameters.

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

• k (int) – Number of free parameters.