def plot_connectivity_surrogate(self, measure_name, repeats=100, fig=None):
        """ Plot spectral connectivity measure under the assumption of no actual connectivity.

        Repeatedly samples connectivity from phase-randomized data. This provides estimates of the connectivity
        distribution if there was no causal structure in the data.

        Parameters
        ----------
        measure_name : str
            Name of the connectivity measure to calculate. See :class:`Connectivity` for supported measures.
        repeats : int, optional
            How many surrogate samples to take.
        fig : {None, Figure object}, optional
            Where to plot the topos. f set to **None**, a new figure is created. Otherwise plot into the provided
            figure object.

        Returns
        -------
        fig : Figure object
            Instance of the figure in which was plotted.
        """
        cb = self.get_surrogate_connectivity(measure_name, repeats)

        self._prepare_plots(True, False)

        cu = np.percentile(cb, 95, axis=0)

        fig = self.plotting.plot_connectivity_spectrum([cu], self.fs_, freq_range=self.plot_f_range, fig=fig)

        return fig
def plot_connectivity_surrogate ( self , measure_name , repeats = 100 , fig = None ) : cb = self . get_surrogate_connectivity ( measure_name , repeats ) self . _prepare_plots ( True , False ) cu = np . percentile ( cb , 95 , axis = 0 ) fig = self . plotting . plot_connectivity_spectrum ( [ cu ] , self . fs_ , freq_range = self . plot_f_range , fig = fig ) return fig
Plot spectral connectivity measure under the assumption of no actual connectivity.

        Repeatedly samples connectivity from phase-randomized data. This provides estimates of the connectivity
        distribution if there was no causal structure in the data.

        Parameters
        ----------
        measure_name : str
            Name of the connectivity measure to calculate. See :class:`Connectivity` for supported measures.
        repeats : int, optional
            How many surrogate samples to take.
        fig : {None, Figure object}, optional
            Where to plot the topos. f set to **None**, a new figure is created. Otherwise plot into the provided
            figure object.

        Returns
        -------
        fig : Figure object
            Instance of the figure in which was plotted.