Fast Wild Cluster Bootstrap Inference for Linear Models

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Documentation for package ‘fwildclusterboot’ version 0.13.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

boottest	Fast wild cluster bootstrap inference
boottest.felm	Fast wild cluster bootstrap inference for object of class felm
boottest.fixest	Fast wild cluster bootstrap inference for object of class fixest
boottest.ivreg	Fast wild cluster bootstrap inference for object of class lm
boottest.lm	Fast wild cluster bootstrap inference for object of class lm
boot_aggregate	Simple tool that aggregates the value of CATT coefficients in staggered difference-in-difference setups with inference based on a wild cluster bootstrap (see details) - similar to 'fixest::aggregate()'
boot_ssc	set the small sample correction factor applied in 'boottest()'
confint.boottest	S3 method to obtain wild cluster bootstrapped confidence intervals
find_proglang	Check if julia or python are installed / can be found on the PATH.
glance.boottest	S3 method to glance at objects of class boottest
glance.mboottest	S3 method to glance at objects of class boottest
mboottest	Arbitrary Linear Hypothesis Testing for Regression Models via Wald-Tests
mboottest.felm	Fast wild cluster bootstrap inference for joint hypotheses for object of class felm
mboottest.fixest	Fast wild cluster bootstrap inference for joint hypotheses for object of class fixest
mboottest.lm	Fast wild cluster bootstrap inference of joint hypotheses for object of class lm
nobs.boottest	S3 method to obtain the effective number of observation used in 'boottest()'
nobs.mboottest	S3 method to obtain the effective number of observation used in 'mboottest()'
plot.boottest	Plot the bootstrap distribution of t-statistics
print.boottest	S3 method to print key information for objects of type 'bboottest'
print.mboottest	S3 method to print key information for objects of type 'mboottest'
pval	'pval' is a S3 method to collect pvalues for objects of type 'boottest' and 'mboottest'
pval.boottest	S3 method to obtain the wild cluster bootstrapped p-value of an object of type boottest
pval.mboottest	S3 method to obtain the wild cluster bootstrapped p-value of an object of type mboottest
setBoottest_engine	Sets the default bootstrap algo for the current R session to be run via 'boottest()' and 'mboottest()'
summary.boottest	S3 method to summarize objects of class boottest
summary.mboottest	S3 method to summarize objects of class mboottest
teststat	'teststat' is a S3 method to collect teststats for objects of type 'boottest' and 'mboottest'
teststat.boottest	S3 method to obtain the non-bootstrapped t-statistic calculated via 'boottest()'
teststat.mboottest	S3 method to obtain the non-bootstrapped test statistic calculated via 'mboottest()'
tidy.boottest	S3 method to summarize objects of class boottest into tidy data.frame
tidy.mboottest	S3 method to summarize objects of class mboottest into tidy data.frame
voters	Random example data set