Table 1. Use of mbc, c-mbc and commonly used concordance measures.
For proportional hazards regression models and logistic regression models, it is specified: how to measure concordance in an apparent validation setting (in patients whose data was used for model development); how to assess the influence of case-mix heterogeneity on concordance (Concordance assuming correct regression coefficients) in an external validation setting (in new patients); and how to measure concordance in an apparent validation setting.
Apparent validation
|
External validation
|
||
---|---|---|---|
Concordance | Concordance assuming correct regression coefficients | Concordance | |
Proportional hazards regression models | c-index | case-mix corrected c-index | c-index |
Uno | Uno | ||
Gönen-Heller | Gönen-Heller | ||
mbc | mbc | c-mbc | |
Logistic regression models | c-index | case-mix corrected c-index | c-index |
mbc | mbc | c-mbc |