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hesim  

Health Economic Simulation Modeling and Decision Analysis
View on CRAN: Click here


Download and install hesim package within the R console
Install from CRAN:
install.packages("hesim")

Install from Github:
library("remotes")
install_github("cran/hesim")

Install by package version:
library("remotes")
install_version("hesim", "0.5.5")



Attach the package and use:
library("hesim")
Maintained by
Devin Incerti
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-12-03
Latest Update: 2022-09-03
Description:
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) , N-state partitioned survival models (Glasziou et al. 1990) , and individual-level continuous time state transition models (Siebert et al. 2012) , 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) , . Use of C++ and data.table make individual-patient simulation, probabilistic sensitivity analysis, and incorporation of patient heterogeneity fast.
How to cite:
Devin Incerti (2017). hesim: Health Economic Simulation Modeling and Decision Analysis. R package version 0.5.5, https://cran.r-project.org/web/packages/hesim. Accessed 16 Mar. 2025.
Previous versions and publish date:
0.1.0 (2017-12-03 13:16), 0.2.0 (2019-03-29 00:10), 0.2.1 (2019-07-03 09:51), 0.2.2 (2019-11-26 23:30), 0.2.3 (2020-03-17 20:00), 0.3.0 (2020-05-25 23:20), 0.3.1 (2020-06-03 01:20), 0.4.0 (2020-09-29 11:30), 0.4.1 (2020-10-05 10:40), 0.4.2 (2020-12-07 09:30), 0.5.0 (2021-02-17 18:50), 0.5.1 (2021-07-26 08:00), 0.5.2 (2022-03-31 08:40), 0.5.3 (2022-09-03 23:40), 0.5.4 (2024-02-12 02:10)
Other packages that cited hesim R package
View hesim citation profile
Other R packages that hesim depends, imports, suggests or enhances
Complete documentation for hesim
Functions, R codes and Examples using the hesim R package
Some associated functions: CohortDtstm . CohortDtstmTrans . CtstmTrans . IndivCtstm . IndivCtstmTrans . Psm . PsmCurves . StateVals . absorbing . apply_rr . as.data.table.tparams_transprobs . as_array3 . as_pfs_os . autoplot.stateprobs . autoplot.survival . bootstrap . ce . cea . check . check_input_data . costs . create_CohortDtstm . create_CohortDtstmTrans . create_IndivCtstmTrans . create_PsmCurves . create_StateVals . create_input_mats.formula_list . create_input_mats . create_lines_dt . create_object_list . create_params . create_trans_dt . define_model . define_rng . define_tparams . disprog . expand.hesim_data . expand . expmat . fast_rgengamma . flexsurvreg_list . formula_list . get_labels . hesim . hesim_data . hesim_survdists . icea . icer . icer_tbl . id_attributes . incr_effect . input_mats . lm_list . mom_beta . mom_gamma . mstate3_exdata . multinom3_exdata . multinom_list . normboot . onc3 . onc3p . params . params_lm . params_mlogit . params_mlogit_list . params_surv . params_surv_list . partsurvfit . plot_ceac . plot_ceaf . plot_ceplane . plot_evpi . psm4_exdata . qalys . qmatrix.matrix . qmatrix.msm . qmatrix . rcat . rdirichlet_mat . reexports . rng_distributions . rpwexp . set_labels . sim_ev . sim_stateprobs . sim_stateprobs.survival . stateprobs . stateval_tbl . summarize_ce . summary.ce . summary.eval_rng . summary.params . summary.tparams_mean . summary.tparams_transprobs . summary.tpmatrix . surv_quantile . survival . time_intervals . tparams . tparams_mean . tparams_transprobs . tpmatrix . tpmatrix_id . tpmatrix_names . uv_rng . weibullNMA . 
Some associated R codes: RcppExports.R . bootstrap.R . cea.R . ctstm.R . data.R . deprecated.R . distributions.R . dtstm.R . hesim.R . hesim_data.R . input_mats.R . model-fits.R . model_def.R . params.R . params_lm.R . params_mlogit.R . params_mlogit_list.R . params_surv.R . params_surv_list.R . plot.R . psm.R . rand.R . sim-general.R . statevals.R . summarize.R . tparams.R . tparams_mean.R . tparams_transprobs.R . tpmatrix.R . utils.R .  Full hesim package functions and examples
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