Research Workbench

Survival Risk-Set Reconciler

Reconcile ordered event, censoring and entry counts and audit product-limit survival steps.

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Use fictional or aggregate values only. All defaults are hypothetical; calculation stays in your browser.

Calculation results

Final product-limit survival: 0.894118; next risk count: 80.

Row 1: next risk 85; factor 0.95; survival 0.95

Row 2: next risk 80; factor 0.941176; survival 0.894118

Assumptions and limits

Use up to 100 aggregate rows at ordered exact times, including censor-only and entry-only times as needed. Every count is a whole number from 0 to 100 million. At each time, events occur before censoring and new entries occur after that row; the next row must reconcile exactly. The product-limit step is 1−events/at-risk. A zero-risk row has no events and leaves the product unchanged. These conventions must match the source data; grouped interval totals cannot reconstruct Kaplan–Meier survival. Independent censoring and, for delayed entry, suitable truncation assumptions are needed for interpretation. This is an arithmetic audit, not a fitted survival analysis: no confidence intervals, competing-risk cumulative incidence or recurrent-event model. Never enter patient data.

R survival package: risk sets and product limits · Read the practical guide · Download blank worksheet (TXT)