The article shows that when using PROC MIXED in SAS to analyze data with mixed models, the confidence intervals for sums of two variances may not be accurate. This was demonstrated through a simulation study. The main goal was to assess the reliability of confidence intervals calculated by PROC MIXED. The researchers found that the confidence intervals did not maintain the stated confidence levels for the sums of variances in certain regression models with unbalanced error structures.