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This volume details features of DNA methylation data, data
processing pipelines, quality control measures, data normalization,
and to discussions of statistical methods for data analysis,
control of confounding and batch effects, and identification of
differentially methylated regions. Chapters focus on
microarray-based methylation measures and sequence-based measures.
Written in the highly successful Methods in Molecular Biology
series format, chapters include introductions to their respective
topics, lists of the necessary methodologies and software packages,
step-by-step, readily reproducible analysis pipelines, and tips on
troubleshooting and avoiding known pitfalls. Authoritative and
cutting-edge, Epigenome- Wide Association Studies: Methods and
Protocols: aims to be a useful practical guide to researches to
help further their study in this field.
This volume details features of DNA methylation data, data
processing pipelines, quality control measures, data normalization,
and to discussions of statistical methods for data analysis,
control of confounding and batch effects, and identification of
differentially methylated regions. Chapters focus on
microarray-based methylation measures and sequence-based measures.
Written in the highly successful Methods in Molecular Biology
series format, chapters include introductions to their respective
topics, lists of the necessary methodologies and software packages,
step-by-step, readily reproducible analysis pipelines, and tips on
troubleshooting and avoiding known pitfalls. Â Authoritative
and cutting-edge, Epigenome- Wide Association Studies: Methods and
Protocols: aims to be a useful practical guide to researches to
help further their study in this field.Â
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