Publications by Devin Incerti
Probabilistic Sensitivity Analysis with R
Overview Normal distribution Multivariate normal distribution Beta distribution Dirichlet distribution Gamma and lognormal distributions Uniform distribution Performing a PSA Overview Decisions to adopt or reimburse health technologies are often guided by cost-effectiveness analyses. The outcomes needed to conduct cost-effectiveness analyses are...
10768 sym R (3882 sym/14 pcs) 12 img
Probabilistic Sensitivity Analysis with R
Overview Normal distribution Multivariate normal distribution Beta distribution Dirichlet distribution Gamma and lognormal distributions Uniform distribution Performing a PSA Overview Decisions to adopt or reimburse health technologies are often guided by cost-effectiveness analyses. The outcomes needed to conduct cost-effectiveness analyses are...
10768 sym R (3882 sym/14 pcs) 12 img
Simulating Multi-state Models with R
Introduction An example 6-state model Estimation Data Fitting Simulation mstate hesim Comparison Probabilistic sensitivity analysis mstate hesim Comparison Conclusion Introduction Multi-state models are used to model a trajectory through multiple states. Survival models are a special case in which there are two states, alive and dead. Mult...
12637 sym R (9765 sym/15 pcs) 4 img
Simulating Multi-state Models with R
Introduction An example 6-state model Estimation Data Fitting Simulation mstate hesim Comparison Probabilistic sensitivity analysis mstate hesim Comparison Conclusion Introduction Multi-state models are used to model a trajectory through multiple states. Survival models are a special case in which there are two states, alive and dead. Mult...
12636 sym R (8206 sym/14 pcs) 4 img
Cost-effectiveness analysis with multi-state and partitioned survival models: hesim 0.2.0
Overview An example CTSTM Decision problem and model setup Parameterization Simulation Constructing the economic model Simulating outcomes Cost-effectiveness analysis Overview hesim is an R package for health-economic simulation modeling and decision analysis. The most recent release, v0.2.0, is now on CRAN with new support for simulating par...
7013 sym R (6522 sym/16 pcs) 6 img
Parametric survival modeling
Introduction Survival distributions Shapes of hazard functions Exponential distribution Weibull distribution (AFT) Weibull distribution (PH) Gompertz distribution Gamma distribution Lognormal distribution Log-logistic distribution Generalized gamma distribution Regression Intercept only model Adding covariates Conclusion Introduction Surviva...
11865 sym R (9438 sym/19 pcs) 20 img 2 tbl