Announcement

Collapse
No announcement yet.
X
  • Filter
  • Time
  • Show
Clear All
new posts

  • Interpretation of ROC regression results

    Hi all,

    I performed ROC regressio using the rocreg command and I have the desired results. I know that the significant variables affect the cases, controls and ROC curve respectively. However, I'm not sure how to interpret the B. coefficients. What exactly does the B. coeficet of 1.4 mean in the ROC model in the attached figure?

    Hier is what I ran
    rocreg prevcase corscore [pw=pweighting], ctrlcov(sc_bmi sexcoded basengtswt sc_flu basehemopt smkhst) roccov(basecough) ctrlmodel(linear) cluster(case_number) probit ml nolog


    * Example generated by -dataex-. For more info, type help dataex
    clear
    input float(prevcase corscore sc_bmi) byte sexcoded float basengtswt byte sc_flu float basehemopt byte smkhst float(basecough pweighting)
    1 92.64069 25.47 0 0 1 0 0 1 1.263389
    1 89.17749 17.23 1 0 0 0 1 0 1.263389
    1 27.70563 17.77 1 0 0 0 1 0 7.919843
    1 76.62337 23.81 1 0 0 0 1 0 1.263389
    1 73.59307 22.57 0 0 0 0 1 0 1.263389
    1 64.50217 20.18 1 0 0 0 1 0 1.263389
    1 90.47619 17.79 1 0 0 0 1 0 1.263389
    1 87.44588 17.8 1 0 0 0 1 0 1.263389
    1 9.95671 17.38 1 0 0 0 1 0 7.919843
    1 92.10526 23.29 1 0 0 0 1 0 1.263389
    end
    label values smkhst YesNo
    label values sc_flu YesNo
    label values prevcase YesNo
    label values basecough YesNo
    label values basehemopt YesNo
    label values basengtswt YesNo
    label def YesNo 0 "No", modify
    label def YesNo 1 "Yes", modify
    label values sexcoded gendercode
    label def gendercode 0 "Female", modify
    label def gendercode 1 "Male", modify
    label var prevcase "PrevalentTB"
    label var corscore "RISK11 Score"
    label var sc_bmi "BMI"
    label var sexcoded "Gender(M)"
    label var basengtswt "NightSweats"
    label var sc_flu "Flu-like"
    label var basehemopt "Hemoptisis"
    label var smkhst "History of smoking"
    label var basecough "Cough"
    Click image for larger version

Name:	Fig1.png
Views:	1
Size:	43.6 KB
ID:	1614116

    Last edited by Humphrey Mulenga; 10 Jun 2021, 08:22.
Working...
X