"Batch Effects and Noise in Microarray Experiments: Sources and
Solutions" looks at the issue of technical noise and batch effects
in microarray studies and illustrates how to alleviate such factors
whilst interpreting the relevant biological information.
Each chapter focuses on sources of noise and batch effects
before starting an experiment, with examples of statistical methods
for detecting, measuring, and managing batch effects within and
across datasets provided online. Throughout the book the importance
of standardization and the value of standard operating procedures
in the development of genomics biomarkers is emphasized.
Key Features:
A thorough introduction to Batch Effects and Noise in
Microrarray Experiments.A unique compilation of review and research
articles on handling of batch effects and technical and biological
noise in microarray data.An extensive overview of current
standardization initiatives.All datasets and methods used in the
chapters, as well as colour images, are available on
www.the-batch-effect-book.org, so that the data can be
reproduced.
An exciting compilation of state-of-the-art review chapters and
latest research results, which will benefit all those involved in
the planning, execution, and analysis of gene expression
studies.
General
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