A note on robust variance estimation for cluster-correlated data.

Abstract:

:There is a simple robust variance estimator for cluster-correlated data. While this estimator is well known, it is poorly documented, and its wide range of applicability is often not understood. The estimator is widely used in sample survey research, but the results in the sample survey literature are not easily applied because of complications due to unequal probability sampling. This brief note presents a general proof that the estimator is unbiased for cluster-correlated data regardless of the setting. The result is not new, but a simple and general reference is not readily available. The use of the method will benefit from a general explanation of its wide applicability.

journal_name

Biometrics

journal_title

Biometrics

authors

Williams RL

doi

10.1111/j.0006-341x.2000.00645.x

subject

Has Abstract

pub_date

2000-06-01 00:00:00

pages

645-6

issue

2

eissn

0006-341X

issn

1541-0420

journal_volume

56

pub_type

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