Methods of Microarray Data Analysis III: Papers from CAMDA’ 02
As microarray technology has matured, data analysis methods have advanced as well. Methods Of Microarray Data Analysis III is the third book in this pioneering series dedicated to the existing new field of microarrays. While initial techniques focused on classification exercises (volume I of this se...
Gespeichert in:
| Weitere Verfasser: | , |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Boston, MA
Springer US
2003
|
| Schlagworte: | |
| Online-Zugang: | UBR01 Volltext |
| Zusammenfassung: | As microarray technology has matured, data analysis methods have advanced as well. Methods Of Microarray Data Analysis III is the third book in this pioneering series dedicated to the existing new field of microarrays. While initial techniques focused on classification exercises (volume I of this series), and later on pattern extraction (volume II of this series), this volume focuses on data quality issues. Problems such as background noise determination, analysis of variance, and errors in data handling are highlighted. Three tutorial papers are presented to assist with a basic understanding of underlying principles in microarray data analysis, and twelve new papers are highlighted analyzing the same CAMDA'02 datasets: the Project Normal data set or the Affymetrix Latin Square data set. A comparative study of these analytical methodologies brings to light problems, solutions and new ideas. This book is an excellent reference for academic and industrial researchers who want to keep abreast of the state of art of microarray data analysis |
| Beschreibung: | 1 Online-Ressource (XI, 252 p. 53 illus., 1 illus. in color) |
| ISBN: | 9780306483547 |
| DOI: | 10.1007/b105346 |
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Datensatz im Suchindex
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| discipline | Biologie |
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| spelling | Methods of Microarray Data Analysis III Papers from CAMDA’ 02 edited by Kimberly F. Johnson, Simon M. Lin Boston, MA Springer US 2003 1 Online-Ressource (XI, 252 p. 53 illus., 1 illus. in color) txt rdacontent c rdamedia cr rdacarrier As microarray technology has matured, data analysis methods have advanced as well. Methods Of Microarray Data Analysis III is the third book in this pioneering series dedicated to the existing new field of microarrays. While initial techniques focused on classification exercises (volume I of this series), and later on pattern extraction (volume II of this series), this volume focuses on data quality issues. Problems such as background noise determination, analysis of variance, and errors in data handling are highlighted. Three tutorial papers are presented to assist with a basic understanding of underlying principles in microarray data analysis, and twelve new papers are highlighted analyzing the same CAMDA'02 datasets: the Project Normal data set or the Affymetrix Latin Square data set. A comparative study of these analytical methodologies brings to light problems, solutions and new ideas. This book is an excellent reference for academic and industrial researchers who want to keep abreast of the state of art of microarray data analysis Evolutionary Biology Artificial Intelligence Human Genetics Physical Chemistry Evolution (Biology) Artificial intelligence Human genetics Chemistry, Physical organic Datenanalyse (DE-588)4123037-1 gnd rswk-swf DNS (DE-588)4070512-2 gnd rswk-swf Oligonucleotide (DE-588)4133456-5 gnd rswk-swf Microarray (DE-588)4544227-7 gnd rswk-swf (DE-588)1071861417 Konferenzschrift 2002 Durham NC gnd-content Oligonucleotide (DE-588)4133456-5 s Microarray (DE-588)4544227-7 s Datenanalyse (DE-588)4123037-1 s DE-604 DNS (DE-588)4070512-2 s Johnson, Kimberly F. edt Lin, Simon M. edt Erscheint auch als Druck-Ausgabe 9781475785043 Erscheint auch als Druck-Ausgabe 9781475785036 Erscheint auch als Druck-Ausgabe 9781402075827 https://doi.org/10.1007/b105346 Verlag URL des Erstveröffentlichers Volltext |
| spellingShingle | Methods of Microarray Data Analysis III Papers from CAMDA’ 02 Evolutionary Biology Artificial Intelligence Human Genetics Physical Chemistry Evolution (Biology) Artificial intelligence Human genetics Chemistry, Physical organic Datenanalyse (DE-588)4123037-1 gnd DNS (DE-588)4070512-2 gnd Oligonucleotide (DE-588)4133456-5 gnd Microarray (DE-588)4544227-7 gnd |
| subject_GND | (DE-588)4123037-1 (DE-588)4070512-2 (DE-588)4133456-5 (DE-588)4544227-7 (DE-588)1071861417 |
| title | Methods of Microarray Data Analysis III Papers from CAMDA’ 02 |
| title_auth | Methods of Microarray Data Analysis III Papers from CAMDA’ 02 |
| title_exact_search | Methods of Microarray Data Analysis III Papers from CAMDA’ 02 |
| title_full | Methods of Microarray Data Analysis III Papers from CAMDA’ 02 edited by Kimberly F. Johnson, Simon M. Lin |
| title_fullStr | Methods of Microarray Data Analysis III Papers from CAMDA’ 02 edited by Kimberly F. Johnson, Simon M. Lin |
| title_full_unstemmed | Methods of Microarray Data Analysis III Papers from CAMDA’ 02 edited by Kimberly F. Johnson, Simon M. Lin |
| title_short | Methods of Microarray Data Analysis III |
| title_sort | methods of microarray data analysis iii papers from camda 02 |
| title_sub | Papers from CAMDA’ 02 |
| topic | Evolutionary Biology Artificial Intelligence Human Genetics Physical Chemistry Evolution (Biology) Artificial intelligence Human genetics Chemistry, Physical organic Datenanalyse (DE-588)4123037-1 gnd DNS (DE-588)4070512-2 gnd Oligonucleotide (DE-588)4133456-5 gnd Microarray (DE-588)4544227-7 gnd |
| topic_facet | Evolutionary Biology Artificial Intelligence Human Genetics Physical Chemistry Evolution (Biology) Artificial intelligence Human genetics Chemistry, Physical organic Datenanalyse DNS Oligonucleotide Microarray Konferenzschrift 2002 Durham NC |
| url | https://doi.org/10.1007/b105346 |
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