Survival Analysis and Remaining Useful Life (RUL) estimation for OCEL process cases. Implements non-parametric Kaplan-Meier survival curves and cumulative hazard estimation.
Summary
Functions
Estimates the survival function S(t) = P(T > t) and median remaining time from observed case durations.
durations_ms is a list of completed case durations in milliseconds.
Predicts remaining time for an in-flight case given its elapsed duration so far.
Functions
Estimates the survival function S(t) = P(T > t) and median remaining time from observed case durations.
durations_ms is a list of completed case durations in milliseconds.
Predicts remaining time for an in-flight case given its elapsed duration so far.