I have been given some data that has date of admission, date of disposition, disposition (death or live discharge), and some biomarker levels. I would like to model this, but here is the rub:
The longest-staying patient died. All other patients left the study (were discharged from hospital) before that time period.
Is a conventional survival analysis appropriate for this?