EBMTdata {dscoreMSM} | R Documentation |
European Bone Marrow Transplantation data obtained from mstate
r package
Description
A multi state dataset
Usage
data(EBMTdata)
Format
a tibble of 13 columns and 2204 observations,
- id
id value for subjects
- prtime
Time in days from transplantation to platelet recovery or last follow-up
- prstate
Platelet recovery status; 1 = platelet recovery, 0 = censored
- rfstime
Time in days from transplantation to relapse or death or last follow-up (relapse-free survival time)
- rfsstate
Relapse-free survival status; 1 = relapsed or dead, 0 = censored
- dissub
Disease subclassification; factor with levels "AML", "ALL", "CML"
- age
Patient age at transplant; factor with levels "<=20", "20-40", ">40"
- drmatch
Donor-recipient gender match; factor with levels "No gender mismatch", "Gender mismatch"
- tcd
T-cell depletion; factor with levels "No TCD", "TCD"
- x1,x2,x3,x4
simulated covariate information used for SPSM
Source
We acknowledge that this data set is obtained from the r package mstate
. We have included four continuous covariates in the dataset to demonstrate SPSM method in multistate survival model.
References
de Wreede, L. C., Fiocco, M., & Putter, H. (2011). mstate: an R package for the analysis of competing risks and multi-state models. Journal of statistical software, 38, 1-30.
Vishwakarma, G. K., Bhattacherjee, A., Rajbongshi, B. K., & Tripathy, A. (2024). Censored imputation of time to event outcome through survival proximity score method. Journal of Computational and Applied Mathematics, 116103;
Bhattacharjee, A., Vishwakarma, G. K., Tripathy, A., & Rajbongshi, B. K. (2024). Competing risk multistate censored data modeling by propensity score matching method. Scientific Reports, 14(1), 4368.