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Jun 9, 2017 at 15:48 comment added Matthew Drury Yup. Check out Frank Harrell's "Regression Modeling Strategies".
Jun 9, 2017 at 15:46 comment added darXider @Matthew Drury RE: "It is good practice to fit and compare models using proper scoring rules, as this ensures your predicted probabilities are fit well and calibrated to the data.", do you happen to have a reference for this? (I am not trying to contradict you and only want to read more on the topic.)
Jun 9, 2017 at 15:37 comment added Leander Moesinger Exactly what I was looking for. Thx a lot!
Jun 9, 2017 at 15:35 vote accept Leander Moesinger
Jun 9, 2017 at 15:12 history edited Matthew Drury CC BY-SA 3.0
added 375 characters in body
Jun 9, 2017 at 15:05 history answered Matthew Drury CC BY-SA 3.0