ROC-AUC curve with confidence intervals and p-value

[Sara Hansen]

I'm trying to create a ROC-AUC curve where the graph includes AUC-values including confidence intervals and p-values.


Dataexample:

* Example generated by -dataex-. For more info, type help dataex
clear
input byte(id truth ref group1 group2 group3 comb_group)
 1 0 0 0 0 0 0
 2 1 1 1 1 1 1
 3 0 1 0 1 0 1
 4 0 0 0 0 0 0
 5 1 0 1 1 0 0
 6 1 1 1 1 1 0
 7 0 1 0 0 1 1
 8 0 0 0 0 0 0
 9 0 0 0 1 0 0
10 1 0 0 1 0 0
end

I have tried something like the following:

roccomp truth ref group1 group2 group3 comb_group, graph

However, besides the AUC-values, I need the AUC-values to include the confidence intervals. Further, I want p-values with "ref" as reference, and for group1, group2, group3, and comb_group to test whether their AUC is statistically significant different from the "ref"-group.
Also, I would like True positive rate on the y-axis and False positive rate on the x-axis.


I hope you can help,

Thank you for your time.