Paket: r-cran-clubsandwich (0.5.11-1)

[ Quellcode: 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').

Andere Pakete mit Bezug zu r-cran-clubsandwich

• dep: r-api-4.0

  virtuelles Paket, bereitgestellt durch r-base-core

• dep: r-cran-lifecycle

  manage the life cycle of your GNU R package functions

• 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 Companion to Applied Regression - Datensätze

• rec: r-cran-covr

  test coverage for GNU R packages

• rec: r-cran-formula

  GNU R package for extended model formulas

• rec: r-cran-geepack

  Generalized Estimating Equation Package for R

• rec: r-cran-knitr

  GNU R package for dynamic report generation using Literate Programming

• rec: r-cran-lme4

  GNU-R-Paket zur Anpassung linearer Mixed-Effects-Modelle

• rec: r-cran-matrix

  GNU R - Paket von Klassen für dicht und dünn besetzte Matrizen

• rec: r-cran-metadat

  GNU R meta-analysis datasets

• rec: r-cran-metafor

  Meta-Analysis Package for R

• rec: r-cran-mlmrev

  GNU R Examples from Multilevel Modelling Software Review

• rec: r-cran-nlme

  GNU-R-Paket für (nicht-)lineare gemischte Modelle

• rec: r-cran-plm (>= 1.6-4)

  GNU R estimators and tests for panel data econometrics

• rec: r-cran-rmarkdown

  Konvertierung von R-Markdown-Dokumenten in verschiedene Formate

• rec: r-cran-robumeta

  GNU R robust variance meta-regression

• rec: r-cran-testthat

  GNU R testsuite

• rec: r-cran-zoo

  GNU R package for totally ordered indexed observations

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