Package: effClust 0.8.0

Joe Ritter

effClust: Calculate Effective Number of Clusters for a Linear Model

Calculates the (approximate) effective number of clusters for a regression model, as described in Carter, Schnepel, and Steigerwald (2017) <doi:10.1162/REST_a_00639>. The effective number of clusters is a statistic to assess the reliability of asymptotic inference when sampling or treatment assignment is clustered. Methods are implemented for stats::lm(), plm::plm(), and fixest::feols(). There is also a formula method.

Authors:Joe Ritter [aut, cre]

effClust_0.8.0.tar.gz
effClust_0.8.0.tar.gz(r-4.5-noble)effClust_0.8.0.tar.gz(r-4.4-noble)
effClust_0.8.0.tgz(r-4.4-emscripten)effClust_0.8.0.tgz(r-4.3-emscripten)
effClust.pdf |effClust.html✨
effClust/json (API)

# Install 'effClust' in R:
install.packages('effClust', repos = 'https://cloud.r-project.org')

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 202 downloads 1 exports 10 dependencies

Last updated 1 years agofrom:dc9cfdc15f. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKApr 01 2025
R-4.5-linuxOKApr 01 2025
R-4.4-linuxOKApr 01 2025

Exports:effClust

Dependencies:dreamerrfixestFormulalatticenlmenumDerivRcppsandwichstringmagiczoo

Citation

To cite package ‘effClust’ in publications use:

Ritter J (2024). effClust: Calculate Effective Number of Clusters for a Linear Model. R package version 0.8.0, https://CRAN.R-project.org/package=effClust.

Corresponding BibTeX entry: 

  @Manual{,
    title = {effClust: Calculate Effective Number of Clusters for a
      Linear Model},
    author = {Joe Ritter},
    year = {2024},
    note = {R package version 0.8.0},
    url = {https://CRAN.R-project.org/package=effClust},
  }

Readme and manuals

Help Manual

Help pageTopics
Compute Approximate Effective Number of Clusters for Regression CoefficientseffClust effClust.default effClust.fixest effClust.formula effClust.lm effClust.plm