TPmsm - Estimation of Transition Probabilities in Multistate Models
Estimation of transition probabilities for the illness-death model and or the three-state progressive model.
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illness-death-modelkaplan-meiermonte-carlo-simulationmulti-state-modelsopenmp-parallelizationsurvival-analysistransition-probabilitiesopenblasopenmp
4.80 score 1 stars 2 dependents 21 scripts 510 downloadssmoothHR - Smooth Hazard Ratio Curves Taking a Reference Value
Provides flexible hazard ratio curves allowing non-linear relationships between continuous predictors and survival. To better understand the effects that each continuous covariate has on the outcome, results are expressed in terms of hazard ratio curves, taking a specific covariate value as reference. Confidence bands for these curves are also derived.
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cox-modelgeneralized-additive-modelshazard-ratiossmoothingsurvival-analysis
4.78 score 2 stars 60 scripts 389 downloadsflexOR - Flexible Odds Ratio Curves
Provides flexible odds ratio curves that enable modeling non-linear relationships between continuous predictors and binary outcomes. Facilitates a deeper understanding of the impact of each continuous predictor on the outcome by presenting results in terms of odds ratio (OR) curves based on splines. These curves allow for comparison against a specified reference value, aiding in the interpretation of the predictor's effect. Methods are described in Azevedo et al. (2024) <doi:10.3390/app14093897>.
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generalized-additive-modelslogistic-regressionodds-ratiosmoothing
4.00 score 1 scripts 38 downloadsgenSurv - Generating Multi-State Survival Data
Generation of survival data with one (binary) time-dependent covariate. Generation of survival data arising from a progressive illness-death model.
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markov-processesmulti-state-modelsproportional-hazards-modelssimulation-studiestime-dependent-covariates
2.70 score 8 scripts 452 downloads