Performance does a fantastic job of bringing model checks under one hood. I'd be very pleased to see support expanded towards glmgee objects from the glmtoolbox package. The benefits of this GEE implementation have been highlighted by @adrianolszewski in discussions over at marginaleffects/issues/1148, and some performance functions already work with it (for example, check_collinearity). However, other aspects are either unsupported, or run but may not actually be doing what the user might expect. For example, check_outliers runs, but it's not clear whether this is taking into account the cluster correlation aspects of the model. There are some useful residuals and influence methods already implemented in glmtoolbox, residuals.glmgee with Mahalanobis and Pearson options, and cooks.distance.glmgee, and it would be great to have specific support within performance. An interim warning in the same manner as #95 could be applied in the meantime, if this functionality is not yet included.
Thanks again for this awesome tool!
Performance does a fantastic job of bringing model checks under one hood. I'd be very pleased to see support expanded towards glmgee objects from the glmtoolbox package. The benefits of this GEE implementation have been highlighted by @adrianolszewski in discussions over at marginaleffects/issues/1148, and some
performancefunctions already work with it (for example,check_collinearity). However, other aspects are either unsupported, or run but may not actually be doing what the user might expect. For example,check_outliersruns, but it's not clear whether this is taking into account the cluster correlation aspects of the model. There are some useful residuals and influence methods already implemented in glmtoolbox,residuals.glmgeewith Mahalanobis and Pearson options, andcooks.distance.glmgee, and it would be great to have specific support withinperformance. An interim warning in the same manner as #95 could be applied in the meantime, if this functionality is not yet included.Thanks again for this awesome tool!