Identifying intergenerational patterns of correlated methylation sites

DOI10.1214/21-AOAS1511zbMath1498.62247OpenAlexW4221046622MaRDI QIDQ2135376

S. Hasan Arshad, Hongmei Zhang, Xichen Mou

Publication date: 6 May 2022

Published in: The Annals of Applied Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1214/21-aoas1511

zbMATH Keywords

EM algorithmclusteringgeneralized beta distributionDNA methylation

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Protein sequences, DNA sequences (92D20)

Uses Software

• Bioconductor
• Minfi
• IMA

Cites Work

• Adjusting batch effects in microarray expression data using empirical Bayes methods
• Identifying heterogeneous transgenerational DNA methylation sites via clustering in beta regression
• The stochastic EM algorithm: Estimation and asymptotic results
• The Clustering of Regression Models Method with Applications in Gene Expression Data

This page was built for publication: Identifying intergenerational patterns of correlated methylation sites