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Matched Kaplan-Meier Analysis/Evidence
Method evidence record

Matched Kaplan-Meier Analysis

Matched Kaplan-Meier analysis estimates and compares survival functions in groups that have been pre-balanced through individual or propensity-score matching. By applying the Kaplan-Meier product-limit estimator to matched cohorts or matched pairs, investigators can visualize time-to-event outcomes while controlling for confounders that would otherwise distort treatment or exposure comparisons in observational data.

Sources recorded, not reviewed

Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Matched Cohort Kaplan-Meier Survival Analysis
Taxonomic method record · process-pipeline / epidemiology
  • Kaplan, E. L., & Meier, P. (1958). Nonparametric estimation from incomplete observations. Journal of the American Statistical Association, 53(282), 457-481. · DOI 10.1080/01621459.1958.10501452
  • Austin, P. C. (2014). Pointwise confidence intervals for restricted mean survival time in a propensity-matched analysis. Statistics in Medicine, 33(14), 2659-2671. · URL
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Curated claims

Claims persisted in the evidence ledger, each with its own assessment.

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Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Taxonomic bucketCox proportional hazardsmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketKaplan-Meier Analysismachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMatched case-control studymachine-suggested · Relational suggestion, not evidence.Taxonomic bucketMatched Cohort Studymachine-suggested · Relational suggestion, not evidence.Same method familyPropensity Score Matchingmachine-suggested · Relational suggestion, not evidence.Same method familySurvival Analysismachine-suggested · Relational suggestion, not evidence.

Evidence status

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

2 recorded citations, copied from the method source record.

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