statsmodels.regression.process_regression.ProcessMLE.fit¶

ProcessMLE.fit(start_params=None, method=None, maxiter=None, **kwargs)[source]¶

Fit a grouped Gaussian process regression using MLE.

Parameters:¶

start_params : array_like¶

Optional starting values.

method : str or array of str¶

Method or sequence of methods for scipy optimize.

maxiter : int¶

The maximum number of iterations in the optimization.

Return type:¶

An instance of ProcessMLEResults.