IC function

Extract i.i.d. decomposition (influence function) from model object

IC(x,...)

## Default S3 method:
IC(x, bread, id=NULL, folds=0, maxsize=(folds>0)*1e6,...)

Arguments

• x: model object
• ...: additional arguments
• id: (optional) id/cluster variable
• bread: (optional) Inverse of derivative of mean score function
• folds: (optional) Calculate aggregated iid decomposition (0:=disabled)
• maxsize: (optional) Data is split in groups of size up to 'maxsize' (0:=disabled)

Examples

m <- lvm(y~x+z)
distribution(m, ~y+z) <- binomial.lvm("logit")
d <- sim(m,1e3)
g <- glm(y~x+z,data=d,family=binomial)
var_ic(IC(g))