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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: | 0.5.4 |
| 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: | 2024-02-12 |
| 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 |
| Package source: | hesim_0.5.4.tar.gz |
| Windows binaries: | r-devel: hesim_0.5.4.zip, r-release: hesim_0.5.4.zip, r-oldrel: hesim_0.5.4.zip |
| macOS binaries: | r-release (arm64): hesim_0.5.4.tgz, r-oldrel (arm64): hesim_0.5.4.tgz, r-release (x86_64): hesim_0.5.4.tgz, r-oldrel (x86_64): hesim_0.5.4.tgz |
| Old sources: | hesim archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.