Balík: r-cran-clubsandwich (0.5.8-1)

[ Zdroj: 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').

Ostatné balíky súvisiace s balíkom r-cran-clubsandwich

• dep: r-api-4.0

  virtuálny balík poskytovaný balíkom r-base-core

• dep: r-base-core (>= 4.2.1-2)

  jadro GNU R na štatistické výpočty a grafický systém

• dep: r-cran-sandwich

  balík GNU R na modelovo robustné odhady štandardných odchýliek

• 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 - balík na hľadanie modelov lineárnych zmiešaných účinkov

• 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-covr

  test coverage for GNU R packages

• sug: r-cran-formula

  balík GNU R vzorcov rozšírených modelov

• sug: r-cran-knitr

  balík GNU R na dynamickú tvorbu zostáv pomocou Literate Programming

• sug: r-cran-matrix

  balík tried GNU R pre husté a riedke matice

• sug: r-cran-metadat

  GNU R meta-analysis datasets

• sug: r-cran-nlme

  balík GNU R na (ne-)lineárne modely zmiešaných efektov

• sug: r-cran-rmarkdown

  convert R markdown documents into a variety of formats

• sug: r-cran-zoo

  balík GNU R na úplné usporiadanie indexovaných pozorovaní

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