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dscoreMSM (version 0.1.0)

Survival Proximity Score Matching in Multi-State Survival Model

Description

Implements survival proximity score matching in multi-state survival models. Includes tools for simulating survival data and estimating transition-specific coxph models with frailty terms. The primary methodological work on multistate censored data modeling using propensity score matching has been published by Bhattacharjee et al.(2024) .

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Version

Install

install.packages('dscoreMSM')

Monthly Downloads

174

Version

0.1.0

License

GPL-3

Maintainer

Atanu Bhattacharjee

Last Published

December 13th, 2024

Functions in dscoreMSM (0.1.0)

gompbh

Gompartz baseline hazard
ggplot_surv

Survival probability plot
ggplot_roc

Reciever Operating Curve
cphGM

CoxPH model with parametric baseline and frailty terms
expbh

Exponential baseline hazard
EBMTupdate

European Bone Marrow Transplantation data obtained from mstate r package. This is the updated data obtained after applying SPSM.
print.cphGM

print function for cphGM
dscore

Survival Proximity Score matching for MSM
simfdata

simulation of survival data
weibulbh

Weibull baseline hazard
EBMTdata

European Bone Marrow Transplantation data obtained from mstate r package
simulated_data

Simulated multistate data