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clusterSEs (version 1.0)

Calculate Various Forms of Cluster-Robust Standard Error

Description

Calculates confidence intervals and p-values using cluster-adjusted standard errors (based on Ibragimov and Muller 2010, Journal of Business and Economic Statistics 28(4)), the pairs cluster bootstrapped t-statistic, and the wild cluster bootstrapped t-statistic for the GLM and mlogit models (the latter two techniques based on Cameron, Gelbach, and Miller 2008, Review of Economics and Statistics 90(3)).

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Version

Install

install.packages('clusterSEs')

Monthly Downloads

558

Version

1.0

License

GPL (>= 2)

Maintainer

Justin Esarey

Last Published

March 3rd, 2015

Functions in clusterSEs (1.0)

cluster.im

Cluster-Adjusted Standard Errors and p-Values for GLM
cluster.wild

Wild Cluster Bootstrapped p-Values for Linear Family GLM
cluster.bs

Pairs Cluster Bootstrapped p-Values For GLM
cluster.im.mlogit

Cluster-Adjusted Standard Errors and p-Values for mlogit