vcov_CR3J.fixest {summclust} | R Documentation |
Compute CRV3 covariance matrices via a cluster
jackknife as described in MacKinnon, Nielsen & Webb
(2022) for objects of type fixest
Description
Compute CRV3 covariance matrices via a cluster
jackknife as described in MacKinnon, Nielsen & Webb
(2022) for objects of type fixest
Usage
## S3 method for class 'fixest'
vcov_CR3J(
obj,
cluster,
type = "CRV3",
return_all = FALSE,
absorb_cluster_fixef = TRUE,
...
)
Arguments
obj |
An object of type fixest |
cluster |
A clustering vector |
type |
"CRV3" or "CRV3J" following MacKinnon, Nielsen & Webb. CRV3 by default |
return_all |
Logical scalar, FALSE by default. Should only the vcov be returned (FALSE) or additional results (TRUE) |
absorb_cluster_fixef |
TRUE by default. Should the cluster fixed effects be projected out? This increases numerical stability. |
... |
other function arguments passed to 'vcov' |
Value
An object of class vcov_CR3J
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)
library(fixest)
data(mtcars)
mtcars
fit <- feols(mpg ~ cyl + disp + hp, data = mtcars)
summ <- vcov_CR3J(fit, cluster = ~carb)
[Package summclust version 0.7.2 Index]