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crtrest: A command for ratio estimators of intervention effects on event rates in cluster randomized trials

Authors :
Xiangmei Ma
Yin Bun Cheung
Source :
The Stata Journal: Promoting communications on statistics and Stata. 22:908-923
Publication Year :
2022
Publisher :
SAGE Publications, 2022.

Abstract

We describe five asymptotically unbiased estimators of intervention effects on event rates in nonmatched and matched-pair cluster randomized trials, and we present a bias-corrected version of the estimators for use when the number of clusters is small. The estimators are the ratio of mean counts ( r 1), ratio of mean cluster-level event rates ( r 2), ratio of event rates ( r 3), double ratio of counts ( r 4), and double ratio of event rates ( r 5). r 1, r 2, and r 3 estimate the total effect, which comprises the direct and indirect effects; r 4 and r 5 estimate the direct effect. We describe a new command, crtrest, that provides these ratio estimators and their standard errors in nonmatched and matched-pair cluster randomized trials.

Subjects

Subjects :
Mathematics (miscellaneous)

Details

ISSN :
15368734 and 1536867X
Volume :
22
Database :
OpenAIRE
Journal :
The Stata Journal: Promoting communications on statistics and Stata
Accession number :
edsair.doi...........b036223385ad6a41fc883fb4426a61dc
Full Text :
https://doi.org/10.1177/1536867x221141012