transform.incubate_fit: Transform observed data to unit interval

In incubate: Parametric Time-to-Event Analysis with Variable Incubation Phases

Transform observed data to unit interval

Description

The transformation is the probability integral transform. It uses the cumulative distribution function with the estimated parameters of the model fit. All available data in the model fit is transformed.

Usage

## S3 method for class 'incubate_fit'
transform(`_data`, ...)

Arguments

_data	a fitted model object of class incubate_fit
...	currently ignored

Value

The transformed data, either a vector (for single group) or a list with entries x and y (in two group scenario)

Note

This S3-method implementation is quite different from its default method that allows for non-standard evaluation on data frames, primarily for interactive use. But the name transform just fits so nicely to the intended purpose that it is re-used for the probability integral transform.

incubate documentation built on Aug. 21, 2023, 5:11 p.m.