block_boot_sample: Block Bootstrap

In bcallaway11/BMisc: Miscellaneous Functions for Panel Data, Quantiles, and Printing Results

Block Bootstrap

Description

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

data("LaborSupply", package = "plm")
bbs <- block_boot_sample(LaborSupply, "id")
nrow(bbs)
head(bbs$id)

bcallaway11/BMisc documentation built on Feb. 4, 2025, 10:43 p.m.