Block Bootstrap — block_boot

make draws of all observations with the same id in a panel data context. This is useful for bootstrapping with panel data.

Usage

block_boot_sample(data, idname)

Arguments

data: data.frame from which you want to bootstrap
idname: column in data which contains an individual identifier

Value

data.frame bootstrapped from the original dataset; this data.frame will contain new ids

Examples

#> Loading required namespace: plm
#> Error in DONTSHOW({    if (!requireNamespace("plm")) {        if (interactive() || is.na(Sys.getenv("_R_CHECK_PACKAGE_NAME_",             NA))) {            stop("package 'plm' is required for this example")        }        else {            q()        }    }}): package 'plm' is required for this example
data("LaborSupply", package = "plm")
#> Error in find.package(package, lib.loc, verbose = verbose): there is no package called ‘plm’
bbs <- block_boot_sample(LaborSupply, "id")
#> Error: object 'LaborSupply' not found
nrow(bbs)
#> Error: object 'bbs' not found
head(bbs$id)
#> Error: object 'bbs' not found