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# March 9, 2012 modified by SW as suggested by Derek Ogle to return an object
# of class c("bootCase", "matrix").
# May 2012 added methods for 'bootCase'
# 2012-12-10 replaced .GlobalEnv by car:::.carEnv to suppress warnings
# 2013-01-28 Changed argument f to f.
# 2013-07-08 Changed .carEnv to car:::.carEnv
# 2015-01-27 .carEnv now in global environment. John
# 2018-02-19 these functions now deprecated
nextBoot <- function(...){
.Deprecated("Boot", package="car")
UseMethod("nextBoot")
}
nextBoot.default <- function(object, sample, ...){
update(object, subset=sample)
}
nextBoot.lm <- function(object, sample, ...) nextBoot.default(object, sample)
nextBoot.nls <- function(object, sample, ...){
# modify to assure resampling only rows in the original subset 9/1/2005
update(object,subset=sample,start=coef(object),
data=data.frame(update(object,model=TRUE)$model))}
bootCase <- function(...){
.Deprecated("Boot", package="car")
UseMethod("bootCase")
}
bootCase.lm <- function(object, f.=coef, B=999, ...) {
bootCase.default(object, f., B, names(resid(object)))
# bootCase.default(update(object,
# data=na.omit(model.frame(object))), f, B)
}
bootCase.glm <- function(object, f.=coef, B=999, ...) {
bootCase.lm(object, f., B)
}
bootCase.nls <- function(object, f.=coef, B=999, ...) {
bootCase.default(object, f., B, seq(length(resid(object))))
}
bootCase.default <- function (object, f.=coef, B = 999, rows, ...)
{
n <- length(resid(object))
opt<-options(show.error.messages = FALSE)
on.exit(options(opt))
pointEstimate <- f.(object)
coefBoot <- matrix(0, nrow=B, ncol=length(f.(object)))
colnames(coefBoot) <- names(pointEstimate) # adds names if they exist
class(coefBoot) <- c("bootCase", "matrix")
count.error <- 0
i <- 0
while (i < B) {
assign(".boot.sample", sample(rows, replace=TRUE), envir=.carEnv)
obj.boot <- try(update(object, subset=get(".boot.sample", envir=.carEnv)))
if (is.null(class(obj.boot))) {
count.error <- 0
i <- i + 1
coefBoot[i, ] <- f.(obj.boot)
}
else {
if (class(obj.boot)[1] != "try-error") {
count.error <- 0
i <- i + 1
coefBoot[i, ] <- f.(obj.boot)
}
else {
count.error <- count.error + 1
}
}
if (count.error >= 25) {
options(show.error.messages = TRUE)
stop("25 consecutive bootstraps did not converge. Bailing out.")}
}
remove(".boot.sample", envir=.carEnv)
attr(coefBoot, "pointEstimate") <- pointEstimate
return(coefBoot)
}
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