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CESER: An R Package to Compute Cluster Estimated Standard Errors.

Authors :
FERRARI, DIOGO
Source :
Journal of Open Research Software; 2021, Vol. 9 Issue 1, p1-11, 11p
Publication Year :
2021

Abstract

This paper presents an implementation in R of the Cluster Estimated Standard Errors (CESE) proposed by [12]. The method estimates the covariance matrix of the estimated coefficients of linear models in grouped data sets with correlation among observations within groups. Cluster Estimated Standard Errors (CESE) is an alternative solution for the classical Cluster Robust Standard Errors (CRSE) [8, 13, 15], which underestimates the standard errors in most of the situations encountered in practice [7]. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
20499647
Volume :
9
Issue :
1
Database :
Complementary Index
Journal :
Journal of Open Research Software
Publication Type :
Academic Journal
Accession number :
155673202
Full Text :
https://doi.org/10.5334/jors.355