Statistical methods for microarray data analysis: methods and protocol
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
New York [u.a.]
Humana Press
2013
|
| Schriftenreihe: | Methods in molecular biology
972 |
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | XI, 212 S. graph. Darst. |
| ISBN: | 9781603273367 1603273360 |
Internformat
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Datensatz im Suchindex
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| adam_text |
Titel: Statistical methods for microarray data analysis
Autor: Yakovlev, Andrei Y
Jahr: 2013
Contents
Preface. v
Contributors. xi
1 What Statisticians Should Know About Microarray Gene
Expression Technology. 1
Stephen Welle
2 Where Statistics and Molecular Microarray Experiments Biology Meet. 15
Diana M. Kelmansky
3 Multiple Hypothesis Testing: A Methodological Overview. 37
Anthony Almudevar
4 Gene Selection with the 8-Sequence Method. 57
Xing Qiu and Lev Klebanov
5 Using of Normalizations for Gene Expression Analysis. 73
Peter Bube liny
6 Constructing Multivariate Prognostic Gene Signatures
with Censored Survival Data. 85
Derick R. Peterson
7 Clustering of Gene Expression Data Via Normal Mixture Models. 103
G.J. McLachlan, L.K. Plack, S.K. Ng, and K. Wang
8 Network-Based Analysis of Multivariate Gene Expression Data. 121
Wei Zhi, Jane Minturn, Eric Rappaport, Garrett Brodeur,
and Honjjzhe Li
9 Genomic Outlier Detection in High-Throughput Data Analysis. 141
Debashis Ghosh
10 Impact of Experimental Noise and Annotation Imprecision
on Data Quality in Microarray Experiments. 155
Andreas Scherer, Manhong Dai, and Fan Meng
11 Aggregation Effect in Microarray Data Analysis. 177
Linlin Chen, Anthony Almudevar, and Lev Klebanov
12 Test for Normality of the Gene Expression Data. 193
Bobosharif Shokirov
Index. 209 |
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| isbn | 9781603273367 1603273360 |
| language | English |
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| spelling | Statistical methods for microarray data analysis methods and protocol ed. by Andrei Y. Yakovlev ... New York [u.a.] Humana Press 2013 XI, 212 S. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Methods in molecular biology 972 Springer protocols Methode (DE-588)4038971-6 gnd rswk-swf Datenanalyse (DE-588)4123037-1 gnd rswk-swf Microarray (DE-588)4544227-7 gnd rswk-swf DNA microarrays--Data processing--Methodology. DNA microarrays--Statistical methods. (DE-588)4143413-4 Aufsatzsammlung gnd-content Microarray (DE-588)4544227-7 s Datenanalyse (DE-588)4123037-1 s Methode (DE-588)4038971-6 s DE-604 Yakovlev, Andrei Y. 1944-2008 Sonstige (DE-588)172166454 oth Methods in molecular biology 972 (DE-604)BV035362695 972 HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=025773457&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Statistical methods for microarray data analysis methods and protocol Methods in molecular biology Methode (DE-588)4038971-6 gnd Datenanalyse (DE-588)4123037-1 gnd Microarray (DE-588)4544227-7 gnd |
| subject_GND | (DE-588)4038971-6 (DE-588)4123037-1 (DE-588)4544227-7 (DE-588)4143413-4 |
| title | Statistical methods for microarray data analysis methods and protocol |
| title_auth | Statistical methods for microarray data analysis methods and protocol |
| title_exact_search | Statistical methods for microarray data analysis methods and protocol |
| title_full | Statistical methods for microarray data analysis methods and protocol ed. by Andrei Y. Yakovlev ... |
| title_fullStr | Statistical methods for microarray data analysis methods and protocol ed. by Andrei Y. Yakovlev ... |
| title_full_unstemmed | Statistical methods for microarray data analysis methods and protocol ed. by Andrei Y. Yakovlev ... |
| title_short | Statistical methods for microarray data analysis |
| title_sort | statistical methods for microarray data analysis methods and protocol |
| title_sub | methods and protocol |
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| topic_facet | Methode Datenanalyse Microarray Aufsatzsammlung |
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