Unweighted regression models perform better than weighted regression techniques for respondent-driven sampling data: results from a simulation study.

Lisa AveryNooshin RotondiConstance McKnightMichelle FirestoneJanet SmylieMichael Rotondi

Published in: BMC medical research methodology (2019)

Caution is warranted when undertaking regression analysis of RDS data. Even when reported degree is accurate, low reported degree can unduly influence regression estimates. Unweighted Poisson regression is therefore recommended.

Keyphrases

artificial intelligence
big data
electronic health record
magnetic resonance
high resolution
computed tomography
mass spectrometry
data analysis
network analysis