statsmodels.regression.process_regression.ProcessMLE.fit

method

ProcessMLE.fit(start_params=None, method=None, maxiter=None, **kwargs)

Fit a grouped Gaussian process regression using MLE.

Parameters

start_paramsarray-like

Optional starting values.

methodstring or array of strings

Method or sequence of methods for scipy optimize.

maxiterint

The maximum number of iterations in the optimization.

Returns

An instance of ProcessMLEResults.