Package: survParamSim 0.1.6.9000

survParamSim: Parametric Survival Simulation with Parameter Uncertainty

Perform survival simulation with parametric survival model generated from 'survreg' function in 'survival' package. In each simulation coefficients are resampled from variance-covariance matrix of parameter estimates to capture uncertainty in model parameters. Prediction intervals of Kaplan-Meier estimates and hazard ratio of treatment effect can be further calculated using simulated survival data.

Authors:Kenta Yoshida [aut, cre], Laurent Claret [aut]

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survParamSim.pdf |survParamSim.html✨
survParamSim/json (API)
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Bug tracker:https://github.com/yoshidk6/survparamsim/issues

On CRAN:

20 exports 3 stars 0.93 score 42 dependencies 4 scripts 189 downloads

Last updated 1 years agofrom:5a5adc9fd1. Checks:OK: 7. Indexed: yes.

Exports:%>%calc_ave_hr_picalc_ave_km_picalc_hr_picalc_km_piextract_hrextract_hr_piextract_km_obsextract_km_piextract_median_survextract_medsurvextract_medsurv_deltaextract_medsurv_delta_piextract_medsurv_piextract_simplot_hr_piplot_km_pisurv_param_simsurv_param_sim_pre_resampledsurv_param_sim_resample

Dependencies:backportsbroomclicolorspacecpp11dplyrehafansifarverforcatsgenericsggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellmvtnormnlmepillarpkgconfigpurrrR6RColorBrewerrlangscalesstringistringrsurvivaltibbletidyrtidyselectutf8vctrsviridisLitewithr