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Risk-adjusted Kaplan-Meier analysis/Evidence
Method evidence record

Risk-adjusted Kaplan-Meier analysis

Risk-adjusted Kaplan-Meier analysis combines the non-parametric Kaplan-Meier estimator with inverse probability of treatment weighting (IPTW) or similar risk-adjustment procedures to produce survival curves that are comparable across groups as if the groups had identical distributions of baseline confounders. It is the observational-study analogue of plotting survival curves from a randomised trial.

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Source record

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

Risk-adjusted Kaplan-Meier Survival Analysis
Taxonomic method record · process-pipeline / epidemiology
  • Cole, S. R., & Hernan, M. A. (2004). Adjusted survival curves with inverse probability weights. Computer Methods and Programs in Biomedicine, 75(1), 45–49. · DOI 10.1016/j.cmpb.2003.10.004
  • Hernan, M. A., Brumback, B., & Robins, J. M. (2001). Marginal structural models to estimate the joint causal effect of nonrandomized treatments. Journal of the American Statistical Association, 96(454), 440–448. · DOI 10.1198/016214501753168154
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Related methods

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Taxonomic bucketCox proportional hazardsmachine-suggested · Relational suggestion, not evidence.See alsoInverse Probability Weightingmachine-suggested · Relational suggestion, not evidence.Taxonomic bucketKaplan-Meier Analysismachine-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

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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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