Survival regression
46 methods in this family.
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Accelerated Failure Time ModelThe Accelerated Failure Time model is a parametric regression approach to survival analysis — formally reviewed and advocated by L. J. Wei in 1992 — in which covariates act as multAdaptive Competing Risks AnalysisAdaptive competing risks analysis combines the Fine-Gray subdistribution hazard framework — which models the cumulative incidence of one cause of failure in the presence of other mAdaptive Cox Proportional HazardsThe Adaptive Cox Proportional Hazards model extends the classic Cox regression for time-to-event outcomes by adding adaptive LASSO (or related) penalization. It simultaneously estiBinomial Option PricingThe binomial option pricing model, introduced by John Cox, Stephen Ross, and Mark Rubinstein in 1979, prices options by modelling the underlying as a discrete tree in which the priBrunner-Munzel TestThe Brunner-Munzel test is a nonparametric two-sample hypothesis test that estimates the probabilistic superiority index P(X < Y) — the probability that a randomly selected observaClinical Frailty ScaleThe Clinical Frailty Scale (CFS), developed by Kenneth Rockwood and colleagues in 2005, is a brief, validated tool for assessing frailty in older adults. Frailty—a syndrome of dimi
All methods 46
Accelerated Failure Time ModelAdaptive Competing Risks AnalysisAdaptive Cox Proportional HazardsBinomial Option PricingBrunner-Munzel TestClinical Frailty ScaleCompeting Risks AnalysisCox proportional hazardsCox RegressionDeepHitDeepSurvEFSFine-Gray Competing Risks ModelFRAILFrailty ModelJoint Model for Longitudinal and Survival DataLandmark AnalysisLog-Rank TestMann-Whitney U testMarginal Structural ModelMatched Competing Risks AnalysisMatched Cox Proportional HazardsMeta-analytic competing risks analysisMeta-analytic Cox proportional hazardsMixture Cure ModelMulti-State ModelMulticenter Competing Risks AnalysisMulticenter Cox proportional hazardsProspective Competing Risks AnalysisProspective Cox proportional hazardsRandom Survival ForestRecurrent Event ModelRetrospective competing risks analysisRetrospective Cox proportional hazardsRisk-adjusted competing risks analysisRisk-adjusted Cox Proportional HazardsRobust Cox RegressionRobust Mann-Whitney U testRobust Wilcoxon signed-rank testRoyston-Parmar ModelSurvival Analysis Power AnalysisSurvival RegressionTBATSTime-Dependent Cox RegressionWeibull RegressionWilcoxon signed-rank test