Computational and statistical approaches to genomics:
Gespeichert in:
| Format: | Buch |
|---|---|
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Springer
2006
|
| Ausgabe: | 2. ed. |
| Schlagworte: | |
| Online-Zugang: | Inhaltstext Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | VIII, 416 S. Ill., graph. Darst. |
| ISBN: | 9780387262871 |
Internformat
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| 650 | 4 | |a Genomics |x statistics & numerical data | |
| 650 | 4 | |a Models, Genetic | |
| 650 | 4 | |a Oligonucleotide Array Sequence Analysis | |
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Datensatz im Suchindex
| _version_ | 1804140832898416640 |
|---|---|
| adam_text | COMPUTATIONAL AND
STATISTICAL APPROACHES TO
GENOMICS, SECOND EDITION
edited by
Wei Zhang
University of Texas, M D Anderson Cancer Center
and
Hya Shmulevich
Institute for Systems Biology, Seattle, WA
• • ;•» - a
® Springer
Contents
Preface ix
Microarray Image Analysis and Gene Expression Ratio Statistics 1
Yidong Chen, Edward R Dougherty, Michael L Bittner, Paul Meltzer, and
Jeffery Trent
Statistical Considerations in the Assessment of cDNA Microarray Data 21
Obtained Using Amplification
Jing Wang, Kevin R Coombes, Keith Baggerly, Limei Hu,
Stanley R Hamilton, and Wei Zhang
Sources of Variation in Microarray Experiments 37
Kathleen F Kerr, Edward H Leiter, Laurent Picard, and Gary A Churchill
Studentizing Microarray Data 49
Keith A Baggerly, Kevin R Coombes, Kenneth R Hess, David N Stivers,
Lynne V Abruzzo, and Wei Zhang
Exploratory Clustering of Gene Expression Profiles of Mutated Yeast Strains 61
Merja Oja, Janne Nikkild, Petti Toronen, Garry Wong, Eero Castren, and
Samuel Kaski
Selecting Informative Genes for Cancer Classification Using Gene 75
Expression Data
Tatsuya Akutsu and Satoru Miyano
Finding Functional Structures in Glioma Gene-Expressions Using Gene 89
Shaving Clustering and MDL Principle
Ciprian D Giurcaneanu, Cristian Mircean, Gregory N Fuller, and
loan Tabus
viii Contents
Design Issues and Comparison of Methods for Microarray-Based 119
Classification
Edward R Dougherty and Sanju N Attoor
Analyzing Protein Sequences Using Signal Analysis Techniques 137
Karen M Bloch and Gonzalo R Arce
Scale-Dependent Statistics of the Numbers of Transcripts and Protein 163
Sequences Encoded in the Genome
Vladimir A Kuznetsov
Statistical Methods in Serial Analysis of Gene Expression (SAGE) 209
Ricardo Z N Vencio and Helena Brentani
Normalized Maximum Likelihood Models for Boolean Regression with 235
Application to Prediction and Classification in Genomics
loan Tabus, Jorma Rissanen, and Jaakko Astola
Inference of Genetic Regulatory Networks via Best-Fit Extensions 259
Harri Ldhdesmaki, Ilya Shmulevich, Olli Yli-Harja, and Jaakko Astola
Regularization and Noise Injection for Improving Genetic Network Models 279
Eugene van Someren, Lodewyk Wessels, Marcel Reinders, and Eric Backer
Parallel Computation and Visualization Tools for Codetermination Analysis 297
of Multivariate Gene Expression Relations
Edward B Suh, Edward R Dougherty, Seungchan Kim, Michael L Bittner,
Yidong Chen, Daniel E Russ, and Robert L Martino
Single Nucleotide Polymorphisms and Their Applications 311
Rudy Guerra and Zhaoxia Yu
The Contribution of Alternative Transcription and Alternative Splicing to 351
the Complexity of Mammalian Transcriptomes
Mihaela Zavolan and Christian Schb nbach
Computational Imaging, and Statistical Analysis of Tissue Microarrays: 381
Quantitative Automated Analysis of Tissue Microarrays
Aaron J Berger, Robert L Camp, and David L Rimm
Index 405
|
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| spelling | Computational and statistical approaches to genomics edited by Wei Zhang and Ilya Shmulevich 2. ed. New York, NY Springer 2006 VIII, 416 S. Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier Includes bibliographical references and index Génomique - Informatique Génomique - Modèles mathématiques Génomique - Méthodes statistiques Puces à ADN Datenverarbeitung Mathematisches Modell DNA microarrays Genomics Data processing Genomics Mathematical models Genomics Statistical methods Genomics statistics & numerical data Models, Genetic Oligonucleotide Array Sequence Analysis Genom (DE-588)4156640-3 gnd rswk-swf Statistik (DE-588)4056995-0 gnd rswk-swf Datenverarbeitung (DE-588)4011152-0 gnd rswk-swf Molekularbiologie (DE-588)4039983-7 gnd rswk-swf (DE-588)4143413-4 Aufsatzsammlung gnd-content Genom (DE-588)4156640-3 s Molekularbiologie (DE-588)4039983-7 s Datenverarbeitung (DE-588)4011152-0 s DE-604 Statistik (DE-588)4056995-0 s Zhang, Wei Sonstige oth Shmulevich, Ilya Sonstige oth text/html http://deposit.dnb.de/cgi-bin/dokserv?id=2739518&prov=M&dok_var=1&dok_ext=htm Inhaltstext HEBIS Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=018714327&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Computational and statistical approaches to genomics Génomique - Informatique Génomique - Modèles mathématiques Génomique - Méthodes statistiques Puces à ADN Datenverarbeitung Mathematisches Modell DNA microarrays Genomics Data processing Genomics Mathematical models Genomics Statistical methods Genomics statistics & numerical data Models, Genetic Oligonucleotide Array Sequence Analysis Genom (DE-588)4156640-3 gnd Statistik (DE-588)4056995-0 gnd Datenverarbeitung (DE-588)4011152-0 gnd Molekularbiologie (DE-588)4039983-7 gnd |
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| title | Computational and statistical approaches to genomics |
| title_auth | Computational and statistical approaches to genomics |
| title_exact_search | Computational and statistical approaches to genomics |
| title_full | Computational and statistical approaches to genomics edited by Wei Zhang and Ilya Shmulevich |
| title_fullStr | Computational and statistical approaches to genomics edited by Wei Zhang and Ilya Shmulevich |
| title_full_unstemmed | Computational and statistical approaches to genomics edited by Wei Zhang and Ilya Shmulevich |
| title_short | Computational and statistical approaches to genomics |
| title_sort | computational and statistical approaches to genomics |
| topic | Génomique - Informatique Génomique - Modèles mathématiques Génomique - Méthodes statistiques Puces à ADN Datenverarbeitung Mathematisches Modell DNA microarrays Genomics Data processing Genomics Mathematical models Genomics Statistical methods Genomics statistics & numerical data Models, Genetic Oligonucleotide Array Sequence Analysis Genom (DE-588)4156640-3 gnd Statistik (DE-588)4056995-0 gnd Datenverarbeitung (DE-588)4011152-0 gnd Molekularbiologie (DE-588)4039983-7 gnd |
| topic_facet | Génomique - Informatique Génomique - Modèles mathématiques Génomique - Méthodes statistiques Puces à ADN Datenverarbeitung Mathematisches Modell DNA microarrays Genomics Data processing Genomics Mathematical models Genomics Statistical methods Genomics statistics & numerical data Models, Genetic Oligonucleotide Array Sequence Analysis Genom Statistik Molekularbiologie Aufsatzsammlung |
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