Package: sandwich 3.1-1

Achim Zeileis

sandwich: Robust Covariance Matrix Estimators

Object-oriented software for model-robust covariance matrix estimators. Starting out from the basic robust Eicker-Huber-White sandwich covariance methods include: heteroscedasticity-consistent (HC) covariances for cross-section data; heteroscedasticity- and autocorrelation-consistent (HAC) covariances for time series data (such as Andrews' kernel HAC, Newey-West, and WEAVE estimators); clustered covariances (one-way and multi-way); panel and panel-corrected covariances; outer-product-of-gradients covariances; and (clustered) bootstrap covariances. All methods are applicable to (generalized) linear model objects fitted by lm() and glm() but can also be adapted to other classes through S3 methods. Details can be found in Zeileis et al. (2020) <doi:10.18637/jss.v095.i01>, Zeileis (2004) <doi:10.18637/jss.v011.i10> and Zeileis (2006) <doi:10.18637/jss.v016.i09>.

Authors:Achim Zeileis [aut, cre], Thomas Lumley [aut], Nathaniel Graham [ctb], Susanne Koell [ctb]

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Bug tracker:https://r-forge.r-project.org/projects/sandwich

On CRAN:

33 exports 11.81 score 2 dependencies 826 dependents 35 mentions 7.2k scripts 132.3k downloads

Last updated 5 months agofrom:061065edf4. Checks:OK: 7. Indexed: yes.

Exports:.vcovBSenvbreadbwAndrewsbwNeweyWestestfunisoacfkernHACkweightslrvarmeatmeatCLmeatHACmeatHCmeatPCmeatPLNeweyWestpava.blockssandwichvcovBSvcovBS.defaultvcovBS.lmvcovCLvcovHACvcovHAC.defaultvcovHCvcovHC.defaultvcovJKvcovOPGvcovPCvcovPLweaveweightsAndrewsweightsLumley

Dependencies:latticezoo