Package: fwildclusterboot
Title: Fast Wild Cluster Bootstrap Inference for Linear Models
Version: 0.14.3
Authors@R: c(
    person("Alexander", "Fischer", , "alexander-fischer1801@t-online.de", role = c("aut", "cre")),
    person("David", "Roodman", role = "aut"),
    person("Megha", "Joshi", 
            role = "rev", 
            comment = "Megha reviewed the package (v. 0.13) for ropensci 
                      , see <https://github.com/ropensci/software-review/issues/546>"
          ),
    person("Eunseop", "Kim",
            role = "rev", 
            comment = "Eunseop reviewed the package (v. 0.13) for ropensci 
                      , see <https://github.com/ropensci/software-review/issues/546>"
          ),
    person("Achim", "Zeileis", role = "ctb",
           comment = "Author of included sandwich fragments"),
    person("Nathaniel", "Graham", role = "ctb",
           comment = "Contributor to included sandwich fragments"),
    person("Susanne", "Koell", role = "ctb",
           comment = "Contributor to included sandwich fragments"),
    person("Laurent", "Berge", role = "ctb",
           comment = "Author of included fixest fragments"),
    person("Sebastian", "Krantz", role = "ctb")
  )
Description: Implementation of fast algorithms for wild cluster
        bootstrap inference developed in 'Roodman et al' (2019, 'STATA'
        Journal, <doi:10.1177/1536867X19830877>) and 'MacKinnon et al'
        (2022), which makes it feasible to quickly calculate bootstrap
        test statistics based on a large number of bootstrap draws even
        for large samples.  Multiple bootstrap types as described in
        'MacKinnon, Nielsen & Webb' (2022) are supported.  Further,
        'multiway' clustering, regression weights, bootstrap weights,
        fixed effects and 'subcluster' bootstrapping are supported.
        Further, both restricted ('WCR') and unrestricted ('WCU')
        bootstrap are supported. Methods are provided for a variety of
        fitted models, including 'lm()', 'feols()' (from package
        'fixest') and 'felm()' (from package 'lfe').  Additionally
        implements a 'heteroskedasticity-robust' ('HC1') wild
        bootstrap.  Last, the package provides an R binding to
        'WildBootTests.jl', which provides additional speed gains and
        functionality, including the 'WRE' bootstrap for instrumental
        variable models (based on models of type 'ivreg()' from package
        'ivreg') and hypotheses with q > 1.
License: GPL-3
URL: https://s3alfisc.github.io/fwildclusterboot/
BugReports: https://github.com/s3alfisc/fwildclusterboot/issues/
Imports: collapse, dqrng, dreamerr, Formula, generics, gtools,
        JuliaConnectoR, Matrix, Rcpp, rlang, summclust
Suggests: bench, broom, clubSandwich, covr, data.table, fabricatr,
        fixest, gt, ivreg, knitr, lfe, lmtest, modelsummary, rmarkdown,
        sandwich, testthat (>= 3.0.0), tibble, MASS
LinkingTo: Rcpp, RcppArmadillo, RcppEigen
VignetteBuilder: knitr
Config/testthat/edition: 3
Encoding: UTF-8
Language: en-US
LazyData: true
Roxygen: list(markdown = TRUE, roclets = c ("namespace", "rd",
        "srr::srr_stats_roclet"))
RoxygenNote: 7.2.3
SystemRequirements: Version Requirements to run the wild bootstrap
        through Julia - Julia (>= 1.8), WildBootTests.jl (>=0.9.8).
        Julia is downloadable via the official Julia website
        (https://julialang.org/downloads/), WildBootTests.jl via
        Julia's package manager
        (https://docs.julialang.org/en/v1/stdlib/Pkg/) or its github
        repository (https://github.com/droodman/WildBootTests.jl)
Repository: https://s3alfisc.r-universe.dev
Date/Publication: 2023-09-12 21:14:23 UTC
RemoteUrl: https://github.com/s3alfisc/fwildclusterboot
RemoteRef: HEAD
RemoteSha: 336bb574eba169ac0183317f01d0564791d8122f
NeedsCompilation: yes
Packaged: 2026-06-24 09:37:26 UTC; root
Author: Alexander Fischer [aut, cre],
  David Roodman [aut],
  Megha Joshi [rev] (Megha reviewed the package (v. 0.13) for ropensci ,
    see <https://github.com/ropensci/software-review/issues/546>),
  Eunseop Kim [rev] (Eunseop reviewed the package (v. 0.13) for ropensci
    , see <https://github.com/ropensci/software-review/issues/546>),
  Achim Zeileis [ctb] (Author of included sandwich fragments),
  Nathaniel Graham [ctb] (Contributor to included sandwich fragments),
  Susanne Koell [ctb] (Contributor to included sandwich fragments),
  Laurent Berge [ctb] (Author of included fixest fragments),
  Sebastian Krantz [ctb]
Maintainer: Alexander Fischer <alexander-fischer1801@t-online.de>