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Risikojusteret overlevelsesanalyse×Vægtning med den inverse behandlingssandsynlighed (IPW / IPTW)×
FagområdeEpidemiologiKausal inferens
FamilieProcess / pipelineRegression model
Oprindelsesår1972 (Cox regression); broader covariate-adjusted survival methods developed 1970s–1990s2000
OphavspersonD. R. Cox (regression framework); extensions via Kaplan & Meier, Breslow, and othersRobins, Hernán & Brumback
TypeObservational and experimental analytical methodCausal inference weighting estimator
Oprindelig kildeCox, D. R. (1972). Regression models and life-tables. Journal of the Royal Statistical Society, Series B, 34(2), 187–220. link ↗Robins, J. M., Hernán, M. A., & Brumback, B. (2000). Marginal Structural Models and Causal Inference in Epidemiology. Epidemiology, 11(5), 550-560. DOI ↗
Aliassercovariate-adjusted survival analysis, adjusted time-to-event analysis, risk-stratified survival analysis, adjusted Kaplan-Meier / Cox analysisIPW, IPTW, inverse probability of treatment weighting, marginal structural model weighting
Relaterede55
ResuméRisk-adjusted survival analysis estimates the time to an event of interest — such as death, relapse, or hospital readmission — while simultaneously accounting for baseline differences in patient characteristics (covariates). By incorporating confounders such as age, comorbidities, or disease severity, it produces hazard ratios, survival curves, and median survival estimates that are attributable to the factor of interest rather than to pre-existing risk differences between groups.Inverse Probability Weighting is a causal-inference method that assigns each observation a weight equal to the inverse of its probability of receiving the treatment it actually received. Introduced by Robins, Hernán and Brumback (2000) for marginal structural models, it builds a pseudo-population in which treatment is independent of measured confounders, balancing selection bias.
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ScholarGateSammenlign metoder: Risk-adjusted survival analysis · Inverse Probability Weighting. Hentet 2026-06-19 fra https://scholargate.app/da/compare