CorrTestObject.py 文件源码

def SubCorr_statistic(self,data_x=None,data_y=None):
        if data_x is None:
            data_x=self.data_x
        if data_y is None:
            data_y=self.data_y
        dx = shape(data_x)[1]
        stats_value = zeros(dx)
        for dd in range(dx):
            stats_value[dd] = pearsonr(data_x[:,[dd]],data_y)[0]**2
        SubCorr = sum(stats_value)/float(dx)
        return SubCorr