residuals.mixcure: Residuals for mixture cure models

In mixcure: Mixture Cure Models

Description

Obtain residuals for the mixture cure models

Usage

## S3 method for class 'mixcure'
residuals(
  object,
  data,
  type = c("WLCH", "Cox-Snell", "M-Cox-Snell", "Martingale", "M-Martingale", "M2",
    "M3", "D2"),
  type2 = c("residuals", "partial"),
  model = c("latency", "incidence"),
  ...
)

Arguments

object	an object of mixcure
data	the data used to obtain mixcure object.
type	residuals type. WLCH is a modified residual proposed in Wileyto et al (2013). The rest types of residuals are defined in the same way as in the classic survival models.
type2	residual type, either "residuals" for regular residuals or "partial" for partial residuals),
model	if "latency" (default), residuals for latency model are generated. Otherwise, "incidence" means that residuals for incidence model are generated.
...	for compatibility purpose. Not used.

Details

This function computes residuals for the fitted model from mixcure().

Value

It is a list containing at least the following components:

type	residuals type
residuals	residuals of the model

Author(s)

Yingwei Peng

References

Peng, Y. and Taylor, J. M. G. Residual-based model diagnosis methods for mixture cure models. Biometrics, 73:495–505, 2017

See Also

mixcure

Examples

data(leukaemia)
residuals(mixcure(Surv(time, cens) ~ transplant, ~ transplant,
data = leukaemia), data = leukaemia, type = "Martingale")

mixcure documentation built on Nov. 24, 2020, 5:07 p.m.