summclust (version 0.7.2)

tidy.summclust: S3 method to summarize objects of class boottest into tidy data.frame

Description

Obtain results from a summclust object in a tidy data frame.

Usage

# S3 method for summclust
tidy(x, ...)

Value

A data.frame containing coefficient estimates, t-statistics, standard errors, p-value, and confidence intervals based on CRV3 variance-covariance matrix and t(G-1) distribution

Arguments

x

An object of class 'summclust'

...

Other arguments

References

MacKinnon, James G., Morten Ørregaard Nielsen, and Matthew D. Webb. "Leverage, influence, and the jackknife in clustered regression models: Reliable inference using summclust." arXiv preprint arXiv:2205.03288 (2022).

Examples

library(summclust)
data(mtcars)
mtcars

fit <- lm(mpg ~ cyl + disp + hp, data = mtcars)
summ <- summclust(fit, params = ~cyl + disp, cluster = ~carb)
summary(summ)
tidy(summ)
plot(summ)