Package: transform.hazards 0.1.1

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>.

Authors:Pål Christie Ryalen [aut, cre]

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transform.hazards.pdf |transform.hazards.html
transform.hazards/json (API)

# Install 'transform.hazards' in R:
install.packages('transform.hazards', repos = c('https://palryalen.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/palryalen/transform.hazards/issues

On CRAN:

4.18 score 3 stars 4 scripts 171 downloads 1 exports 0 dependencies

Last updated 1 years agofrom:df18948587. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 01 2024
R-4.5-winOKNov 01 2024
R-4.5-linuxOKNov 01 2024
R-4.4-winOKNov 01 2024
R-4.4-macOKNov 01 2024
R-4.3-winOKNov 01 2024
R-4.3-macOKNov 01 2024

Exports:pluginEstimate

Dependencies:

transform.hazards

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Last update: 2023-05-31
Started: 2018-06-29