Predicted transition probabilities out of every state made at time s = 100
tps100.RdData frame containing the predicted transition probabilities out of states 1 (transplant),
2 (adverse event), 3 (recovery) and 4 (adverse event + recovery), made at time s = 100.
The predicted transition probabilities were estimated by fitting a multistate model
to the ebmt4 data using a leave-one-out approach. Code for deriving
this dataset is provided in the source code for calibmsm. Code for derivation
of this dataset is provided in the source code for the package.
Format
'tps100'
A data frame with 13,674 (CHANGE) rows and 14 columns:
- id
Patient indentifier
- pstate1, pstate2, pstate3, pstate4, pstate5, pstate6
Predicted transition probabilities of transitions into states 1 to 6
- se1, se2, se3, se4, se5, se6
Standard error of the predicted transition probabilities of transitions into states 1 to 6
- j
State from which the predicted transition probabilities are estimated from
Source
This dataset was derived from data made available within the mstate package, see ebmt4.
The data was originally provided by the European Group for Blood and Marrow Transplantation (https://www.ebmt.org/).
We reiterate the source statement given by the developers of mstate:
"We acknowledge the European Society for Blood and Marrow Transplantation (EBMT)
for making available these data. Disclaimer: these data were simplified for the
purpose of illustration of the analysis of competing risks and multi-state models
and do not reflect any real life situation. No clinical conclusions should be
drawn from these data."
References
EBMT (2023). “Data from the European Society for Blood and Marrow Transplantation.” URL https://search.r-project.org/CRAN/refmans/mstate/html/EBMT-data.html.
de Wreede LC, Fiocco M, Putter H (2011). “mstate: An R Package for the Analysis of Competing Risks and Multi-State Models.” Journal of Statistical Software, 38(7).