Model Fitting: Robust Regression |
The Tables Tab
The Tables tab is shown in Figure 22.9. You
can use the Tables tab to display the following tables that
summarize the results of the analysis:
- Summary statistics
-
displays summary statistics for model variables. The statistics
include robust estimates of the location and scale for each variable.
- Parameter estimates
-
displays estimates for the model parameters.
- Diagnostics summary
-
displays a summary of the outlier and leverage diagnostics.
- Goodness of fit
-
displays goodness-of-fit statistics.
- Method profile (LTS, S, and MM methods only)
-
displays a summary of the options used by the method.
- Final least squares estimates after excluding outliers
-
displays least squares estimates computed after deleting the detected
outliers. This corresponds to the FWLS option in the PROC ROBUSTREG
statement. The parameter estimates reported in this table are the same
as the estimates you get if you exclude the outliers reported by ROBUSTREG
and then run the REG procedure on the remaining observations.
Figure 22.9: The Tables Tab
Copyright © 2008 by SAS Institute Inc., Cary, NC, USA. All rights reserved.