Event-time risk-set control sampling
Sample eligible controls at events
At each incident event, eligible controls are members of the cohort still at risk. Repeated control selection and later case status are allowed by incidence-density sampling. Unique-person counts and sampling appearances must not be added as disjoint groups.
Flow diagram
Steps
Identify incident cases
Specify event definition and ascertainment in the source cohort.
Construct each event-time risk set
Include only cohort members eligible and at risk at that event time.
Apply matching rules
Define matching variables, calipers and eligible control counts.
Sample controls reproducibly
State replacement, reuse across risk sets and random sampling procedures.
Retain matched-set membership
Record event time, case/control role and sampling probabilities as applicable.
Incident cases
Record people using the documented inclusion definition. This count is not a disjoint partition of the other count nodes.
Sampled control appearances
Record control appearances using the documented inclusion definition. This count is not a disjoint partition of the other count nodes.
Event-time risk-set control sampling
End flow
Tables and supporting information
Risk-set sampling specification
A control may later become a case; preserve set membership and timing.
Assumptions and rationale
Risk-set sampling differs from case-cohort sampling. Repeated controls and later cases must be handled by the chosen analysis.
Method and protocol evidence
Attach the protocol, methodological sources and versioned software specification supporting these decisions. Record citations and provenance; do not enter participant identifiers.