DNA microarrays and related genomics techniques : designs, analysis, and interpretation of experiments / edited by David B. Allison. [and others].

Format
Book
Language
English
Published/​Created
Boca Raton : Chapman & Hall/CRC, 2006.
Description
1 online resource (391 p.)

Details

Subject(s)
DNA microarrays [Browse]
Related name
Series
Summary note
With contributions from distinguished experts in the field, DNA Microarrays and Related Genomics Techniques parallels the steps in conducting and analyzing a microarray experiment from conception to interpretation. This book explores critical aspects of designing a microarray experiment, including power and sample size. It assesses the validity of statistical methods and describes how to ensure the quality and integrity of data. In addition, the text discusses new methods for interpreting microarray data and examines the various issues associated with analysis. It also addresses the movement t
Notes
Description based upon print version of record.
Bibliographic references
Includes bibliographical references and index.
Language note
English
Contents
  • 10. Dimensionality Reduction and Discrimination11. Modeling Affymetrix Data at the Probe Level; 12. Parametric Linear Models; 13. The Use ofNonparametric Procedures in the Statistical Analysis of Microarray Data; 14. Bayesian Analysis of Microarray Data; 15. False Discovery Rate and Multiple Comparison Procedures; 16. Using Standards to Facilitate Interoperation of Heterogeneous Microarray Databases and Analytic Tools; 17. Postanalysis Interpretation: "What Do I Do with This Gene List?"; 18. Combining High Dimensional Biological Data to Study Complex Diseases and Quantitative Traits
  • Index
ISBN
  • 0-429-11420-6
  • 1-280-51840-5
  • 9786610518401
  • 1-4200-2879-0
OCLC
  • 475980263
  • 72438921
Doi
  • 10.1201/9781420028799
Statement on language in description
Princeton University Library aims to describe library materials in a manner that is respectful to the individuals and communities who create, use, and are represented in the collections we manage. Read more...
Other views
Staff view