blbglm: Bag of Little Bootstraps for Binomial Logistic Regression

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

Description

Implementation of the Bag of Little Bootstrap algorithm for binomial Logistic Regression. Includes methods blb estimates for common glm statistics.

Usage

blbglm(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

blbglm

Examples

blbglm(Species ~ ., data = iris, m = 2, B = 5000, nthreads = 8)

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