blblm: Bag of Little Bootstraps for fitting Linear Models

In dlmao/blbmethods: Bag of Little Bootstraps for Various Models

Description

Implementation of the Bag of Little Bootstrap algorithm for linear regression. Includes methods blb estimates for common regression statistics.

Usage

blblm(formula, data, m = 10, B = 5000, nthreads = 1)

Arguments

formula	An object of class "formula".
data	A data frame containing the variables of the model.
m	An integer denoting the number of splits
B	an integer denoting the number of bootstrap samples per split
nthreads	an integer denoting number of workers

Value

blblm

Examples

blblm(mpg ~ wt * hp, data = mtcars, m = 3, B = 10000, nthreads = 8)

dlmao/blbmethods documentation built on Dec. 20, 2021, 12:09 a.m.