hesim: Health Economic Simulation Modeling and Decision Analysis
A modular and computationally efficient R package for
parameterizing, simulating, and analyzing health economic simulation
models. The package supports cohort discrete time state transition models
(Briggs et al. 1998) <doi:10.2165/00019053-199813040-00003>,
N-state partitioned survival models (Glasziou et al. 1990)
<doi:10.1002/sim.4780091106>, and individual-level continuous
time state transition models (Siebert et al. 2012) <doi:10.1016/j.jval.2012.06.014>,
encompassing both Markov (time-homogeneous and time-inhomogeneous) and
semi-Markov processes. Decision uncertainty from a cost-effectiveness analysis is
quantified with standard graphical and tabular summaries of a probabilistic
sensitivity analysis (Claxton et al. 2005, Barton et al. 2008) <doi:10.1002/hec.985>,
<doi:10.1111/j.1524-4733.2008.00358.x>. Use of C++ and data.table
make individual-patient simulation, probabilistic sensitivity analysis,
and incorporation of patient heterogeneity fast.
| Version: |
0.5.7 |
| Depends: |
R (≥ 3.5.0) |
| Imports: |
data.table, flexsurv, ggplot2, MASS, msm, Rcpp (≥ 0.12.16), R6, stats, survival |
| LinkingTo: |
Rcpp, RcppArmadillo |
| Suggests: |
covr, kableExtra, knitr, magrittr, mstate, nnet, numDeriv, pracma, rmarkdown, scales, testthat, truncnorm |
| Published: |
2025-10-11 |
| DOI: |
10.32614/CRAN.package.hesim |
| Author: |
Devin Incerti [aut, cre],
Jeroen P. Jansen [aut],
Mark Clements [aut],
R Core Team [ctb] (hesim uses some slightly modified C functions from
base R) |
| Maintainer: |
Devin Incerti <devin.incerti at gmail.com> |
| BugReports: |
https://github.com/hesim-dev/hesim/issues |
| License: |
GPL-3 |
| URL: |
https://hesim-dev.github.io/hesim/,
https://github.com/hesim-dev/hesim |
| NeedsCompilation: |
yes |
| Citation: |
hesim citation info |
| Materials: |
README |
| CRAN checks: |
hesim results |
Documentation:
Downloads:
Reverse dependencies:
Linking:
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