Batch Effects and Noise in Microarray Experiments - Sources and Solutions

Name: Batch Effects and Noise in Microarray Experiments - Sources and Solutions
Brand: John Wiley & Sons Inc
SKU: 9780470741382
Price: 574.92 RON
Availability: InStock

Autor: Scherer

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Legare: Copertă tare

Editura: John Wiley & Sons Inc

Disponibilitate: În depozitul extern în cantități mici

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574.92 lei

Batch Effects and Noise in Microarray Experiments: Sources and Solutions looks at the issue of techn...

Informații despre carte

Autor

Scherer

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2009

Pagini

272

EAN

9780470741382

ISBN

0470741384

Enbook ID

04380201

Editura

John Wiley & Sons Inc

Greutate

618

Dimensiuni

175 x 253 x 21

Descriere completă

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.Batch effects and experimental shift are major sources for noise in a microarray dataset. Their effect on gene expression profiling has been largely ignored until now. This book provides a valuable insight into the nature of batch effects, providing guidance on possible ways of dealing with it and illustrating ways of keeping it to a minimum. Guidance in the design of balanced experiments is provided by leading experts in the field and examples are drawn from real-life examples.

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Batch Effects and Noise in Microarray Experiments - Sources and Solutions

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