transform.hazards: Transforms Cumulative Hazards to Parameter Specified by ODE System

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>.

Version: 0.1.1
Suggests: timereg, knitr, rmarkdown
Published: 2023-06-06
DOI: 10.32614/CRAN.package.transform.hazards
Author: Pål Christie Ryalen ORCID iD [aut, cre]
Maintainer: Pål Christie Ryalen <p.c.ryalen at>
License: GPL (≥ 3)
NeedsCompilation: no
CRAN checks: transform.hazards results


Reference manual: transform.hazards.pdf
Vignettes: transform.hazards


Package source: transform.hazards_0.1.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): transform.hazards_0.1.1.tgz, r-oldrel (arm64): transform.hazards_0.1.1.tgz, r-release (x86_64): transform.hazards_0.1.1.tgz, r-oldrel (x86_64): transform.hazards_0.1.1.tgz
Old sources: transform.hazards archive


Please use the canonical form to link to this page.