Paketti: r-cran-clubsandwich (0.5.3-1)

[ Source: r-cran-clubsandwich  ]

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').

Muut pakettiin r-cran-clubsandwich liittyvät paketit

• dep: r-api-4.0

  näennäispaketti, jonka toteuttaa r-base-core

• dep: r-base-core (>= 4.0.3-1)

  GNU R core of statistical computation and graphics system

• dep: r-cran-sandwich

  GNU R package for model-robust standard error estimates

• rec: r-cran-aer

  Applied Econometrics with R

• rec: r-cran-cardata

  GNU R package for datasets for Companion to Applied Regression

• rec: r-cran-geepack

  Generalized Estimating Equation Package for R

• rec: r-cran-lme4

  GNU R package for linear mixed effects model fitting

• rec: r-cran-metafor

  Meta-Analysis Package for R

• rec: r-cran-mlmrev

  GNU R Examples from Multilevel Modelling Software Review

• rec: r-cran-plm (>= 1.6-4)

  GNU R estimators and tests for panel data econometrics

• rec: r-cran-robumeta

  GNU R robust variance meta-regression

• rec: r-cran-testthat

  GNU R testsuite

• 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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