The number of events
predominantly determines whether a sample size is small for
logistic regression analysis. The correct answer is (d) 2000
patients, 20 events. When 20 patients have an event in a study
of 2000 patients (1% event rate), these 20 patients determine
the effective sample size for predictive modeling.