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.
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
- cooks_d : Cook?s Distance defined in
Please login to continue.