Learn R Programming

⚠️There's a newer version (1.1.1) of this package.Take me there.

gems (version 0.9.5)

Generalized multistate simulation model

Description

This package allows to simulating and analyzing multistate models with general hazard functions. It provides functionality for the preparation of hazard functions and parameters, simulation from a general multistate model and predicting future events. The multistate model is not required to be a Markov model and may take the history of previous events into account. In the basic version, it allows to simulate from transition-specific hazard function, whose parameters are multivariable normally distributed.

Copy Link

Version

Install

install.packages('gems')

Monthly Downloads

308

Version

0.9.5

License

GPL-2

Maintainer

Luisa Salazar Vizcaya

Last Published

May 27th, 2014

Functions in gems (0.9.5)

PosteriorProbabilities-class

Class "PosteriorProbabilities"
transition.structure-class

Class "transition.structure"
cumulativeIncidence

transition probabilities
tavi

tavi data set
generateParameterCovarianceMatrix

generate a template for parameter covariances
ArtCohort-class

Class "ArtCohort"
generateHazardMatrix

generate template for transition functions
simulateCohort

Simulate cohort
transitionProbabilities

transition probabilities
generateParameterMatrix

generate a template for mean parameters