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transform.hazards
View on CRAN: Click
here
Download and install transform.hazards package within the R console
Install from CRAN:
install.packages("transform.hazards")
Install from Github:
library("remotes")
install_github("cran/transform.hazards") Install by package version:
library("remotes")
install_version("transform.hazards", "0.1.1") Attach the package and use:
library("transform.hazards")
Maintained by
Pål Christie Ryalen
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-12-08
Latest Update: 2023-06-06
Description:
Targets parameters that solve Ordinary Differential Equations (ODEs) driven by a vector of cumulative hazard functions. The package provides a method for estimating these parameters using an estimator defined by a corresponding Stochastic Differential Equation (SDE) system driven by cumulative hazard estimates. By providing cumulative hazard estimates as input, the package gives estimates of the parameter as output, along with pointwise (co)variances derived from an asymptotic expression. Examples of parameters that can be targeted in this way include the survival function, the restricted mean survival function, cumulative incidence functions, among others; see Ryalen, Stensrud, and Røysland (2018) <doi:10.1093/biomet/asy035>, and further applications in Stensrud, Røysland, and Ryalen (2019) <doi:10.1111/biom.13102> and Ryalen et al. (2021) <doi:10.1093/biostatistics/kxab009>.
How to cite:
Pål Christie Ryalen (2022). transform.hazards: Transforms Cumulative Hazards to Parameter Specified by ODE System. R package version 0.1.1, https://cran.r-project.org/web/packages/transform.hazards. Accessed 05 Mar. 2026.
Previous versions and publish date:
0.1.0 (2022-12-08 14:50)
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Complete documentation for transform.hazards
Functions, R codes and Examples using
the transform.hazards R package
Some associated functions: pluginEstimate .
Some associated R codes: pluginEstimate.R . Full transform.hazards package functions and examples
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