residuals method for survstan models
Arguments
- object
a fitted model object of the class survstan.
- type
type of residuals desired: coxsnell (default), martingale and deviance.
- ...
further arguments passed to or from other methods.
Details
This function extracts the residuals, martingale residuals and deviance residuals of a survstan object.
Examples
# \donttest{
library(survstan)
ovarian$rx <- as.factor(ovarian$rx)
fit <- aftreg(Surv(futime, fustat) ~ age + rx, data = ovarian, baseline = "weibull", init = 0)
residuals(fit, type = "coxsnell")
#> 1 2 3 4 5 6 7
#> 0.10688361 0.48993205 0.26908236 0.08873277 0.16806224 0.43241247 0.17686609
#> 8 9 10 11 12 13 14
#> 0.28063085 1.47404617 0.19518977 0.86115946 0.15636767 0.65177670 0.45113772
#> 15 16 17 18 19 20 21
#> 0.10611859 0.20681060 0.16076382 0.40804195 0.57536345 0.16099606 1.51372713
#> 22 23 24 25 26
#> 2.28089328 0.03657446 0.26538744 0.33530877 0.14774074
residuals(fit, type = "martingale")
#> 1 2 3 4 5 6
#> 0.89311639 0.51006795 0.73091764 -0.08873277 0.83193776 -0.43241247
#> 7 8 9 10 11 12
#> 0.82313391 0.71936915 -1.47404617 0.80481023 0.13884054 -0.15636767
#> 13 14 15 16 17 18
#> -0.65177670 -0.45113772 -0.10611859 -0.20681060 -0.16076382 -0.40804195
#> 19 20 21 22 23 24
#> -0.57536345 -0.16099606 -1.51372713 -1.28089328 0.96342554 0.73461256
#> 25 26
#> 0.66469123 -0.14774074
residuals(fit, type = "deviance")
#> 1 2 3 4 5 6 7
#> 1.6388401 0.6378411 1.0787216 -0.4212666 1.3794804 -0.9299596 1.3485018
#> 8 9 10 11 12 13 14
#> 1.0500914 -1.7170010 1.2876123 0.1458427 -0.5592275 -1.1417326 -0.9498818
#> 15 16 17 18 19 20 21
#> -0.4606921 -0.6431339 -0.5670341 -0.9033736 -1.0727194 -0.5674435 -1.7399581
#> 22 23 24 25 26
#> -0.9553283 2.1656313 1.0880735 0.9252159 -0.5435821
# }