statsmodels.stats.outliers_influence.OLSInfluence.summary_frame¶
-
OLSInfluence.
summary_frame
()[source]¶ Creates a DataFrame with all available influence results.
- Returns
- frame
DataFrame
A DataFrame with all results.
- frame
Notes
The resultant DataFrame contains six variables in addition to the DFBETAS. These are:
cooks_d : Cook’s Distance defined in Influence.cooks_distance
standard_resid : Standardized residuals defined in Influence.resid_studentized_internal
hat_diag : The diagonal of the projection, or hat, matrix defined in Influence.hat_matrix_diag
dffits_internal : DFFITS statistics using internally Studentized residuals defined in Influence.dffits_internal
dffits : DFFITS statistics using externally Studentized residuals defined in Influence.dffits
student_resid : Externally Studentized residuals defined in Influence.resid_studentized_external