invGauss (version 1.2)

Threshold Regression that Fits the (Randomized Drift) Inverse Gaussian Distribution to Survival Data

Description

Fits the (randomized drift) inverse Gaussian distribution to survival data. The model is described in Aalen OO, Borgan O, Gjessing HK. Survival and Event History Analysis. A Process Point of View. Springer, 2008. It is based on describing time to event as the barrier hitting time of a Wiener process, where drift towards the barrier has been randomized with a Gaussian distribution. The model allows covariates to influence starting values of the Wiener process and/or average drift towards a barrier, with a user-defined choice of link functions.

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Install

install.packages('invGauss')

Monthly Downloads

224

Version

1.2

License

GPL (>= 2)

Maintainer

Last Published

May 20th, 2022

Functions in invGauss (1.2)