statsmodels.stats.outliers_influence.OLSInfluence.summary_table#

OLSInfluence.summary_table(float_fmt='%6.3f')[source]#

Create a summary table with all influence and outlier measures

This does currently not distinguish between statistics that can be calculated from the original regression results and for which a leave-one-observation-out loop is needed.

Parameters:
float_fmtstr

Format string for float values in the table.

Returns:
resSimpleTable

SimpleTable instance with the results, can be printed

Notes

This also attaches table_data to the instance.