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Balík: r-cran-clubsandwich (0.5.5-1)

GNU R cluster-robust (Sandwich) variance estimators with small-sample

Corrections Provides several cluster-robust variance estimators (i.e., sandwich estimators) for ordinary and weighted least squares linear regression models, including the bias-reduced linearization estimator introduced by Bell and McCaffrey (2002) <http://www.statcan.gc.ca/pub/12-001-x/2002002/article/9058-eng.pdf> and developed further by Pustejovsky and Tipton (2017) <DOI:10.1080/07350015.2016.1247004>. The package includes functions for estimating the variance- covariance matrix and for testing single- and multiple- contrast hypotheses based on Wald test statistics. Tests of single regression coefficients use Satterthwaite or saddle-point corrections. Tests of multiple-contrast hypotheses use an approximation to Hotelling's T-squared distribution. Methods are provided for a variety of fitted models, including lm() and mlm objects, glm(), ivreg() (from package 'AER'), plm() (from package 'plm'), gls() and lme() (from 'nlme'), robu() (from 'robumeta'), and rma.uni() and rma.mv() (from 'metafor').

Ostatné balíky súvisiace s balíkom r-cran-clubsandwich

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  • dep: r-api-4.0
    virtuálny balík poskytovaný balíkom r-base-core
  • dep: r-base-core (>= 4.1.2-1ubuntu1)
    GNU R core of statistical computation and graphics system
  • dep: r-cran-sandwich
    GNU R package for model-robust standard error estimates
  • sug: r-cran-covr
    test coverage for GNU R packages
  • sug: r-cran-formula
    GNU R package for extended model formulas
  • sug: r-cran-knitr
    GNU R package for dynamic report generation using Literate Programming
  • sug: r-cran-matrix
    GNU R package of classes for dense and sparse matrices
  • sug: r-cran-nlme
    GNU R package for (non-)linear mixed effects models
  • sug: r-cran-rmarkdown
    convert R markdown documents into a variety of formats
  • sug: r-cran-zoo
    GNU R package for totally ordered indexed observations

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