Covariate adjusted differential variability analysis of DNA methylation with propensity score method

DOI10.1515/SAGMB-2013-0072zbMath1302.92014OpenAlexW2327172252WikidataQ51022159 ScholiaQ51022159MaRDI QIDQ482813

Pei Fen Kuan

Publication date: 6 January 2015

Published in: Statistical Applications in Genetics and Molecular Biology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1515/sagmb-2013-0072

zbMATH Keywords

score testgeneralized linear modeldifferential variable methylationpropensity score stratification

Mathematics Subject Classification ID

General biostatistics (92B15) Generalized linear models (logistic models) (62J12) Genetics and epigenetics (92D10)

Uses Software

• CpGassoc
• IMA
• topGO

Cites Work

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• The central role of the propensity score in observational studies for causal effects
• Integrating Prior Knowledge in Multiple Testing under Dependence with Applications to Detecting Differential DNA Methylation
• Propensity score modeling strategies for the causal analysis of observational data
• Detecting differential gene expression with a semiparametric hierarchical mixture method

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