Cluster randomized controlled trial analysis at the cluster level: The clan command-Reference-Cited by-同舟云学术

Cluster randomized controlled trial analysis at the cluster level: The clan command

Published:2023-09 Issue:3 Volume:23 Page:754-773
ISSN:1536-867X
Container-title:The Stata Journal: Promoting communications on statistics and Stata
language:en
Short-container-title:The Stata Journal: Promoting communications on statistics and Stata

Author:

Thompson Jennifer A.¹,Leurent Baptiste²,Nash Stephen¹,Moulton Lawrence H.³,Hayes Richard J.¹

Affiliation:

1. Department of Infectious Disease Epidemiology, London School of Hygiene and Tropical Medicine, London, U.K.

2. Medical Statistics Department, London School of Hygiene and Tropical Medicine, London, U.K.; Department of Statistical Science, University College London, London, U.K.

3. Department of International Health, Johns Hopkins Bloomberg School of Public Health, Baltimore, MD

Abstract

In this article, we introduce a new command, clan, that conducts a cluster-level analysis of cluster randomized trials. The command simplifies adjusting for individual- and cluster-level covariates and can also account for a stratified design. It can be used to analyze a continuous, binary, or rate outcome.

Publisher

SAGE Publications

Subject

Mathematics (miscellaneous)

Link

http://journals.sagepub.com/doi/pdf/10.1177/1536867X231196294

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5. Parameter Estimation and Goodness-of-Fit in Log Binomial Regression