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stat.ME2026
Practical Boundary Degeneracy and Reverse-Martingale Limits in Sequential Binary Models
Yuan-chin Ivan Chang
A run of all failures, a run of all successes, or complete separation in a logistic regression each tempts the analyst to declare a probability of exactly zero or one. The central…
stat.ME2026
Optimal Stopping in Sequential Clinical Prediction
Hui-Mean Foo, Yuan-chin Ivan Chang
Most clinical prediction studies are developed from retrospective cohorts and reported as if all patient information were observed at once. In practice, clinicians face a more cons…