Statistical Bioinformatics For Biomedical and Life Science Researchers
-
- Taschenbuch
- eBook ausgewählt
-
Form:Einzelkauf Download
-
Sprache:Englisch
-
eBook Format:PDF
- PDF 116,99 € ausgewählt
- ePUB 116,99 €
116,99 €
inkl. gesetzl. MwSt.Beschreibung
Produktdetails
Format
Kopierschutz
Ja
Family Sharing
Nein
Text-to-Speech
Nein
Erscheinungsdatum
07.04.2010
Verlag
John Wiley & Sons IncSeitenzahl
364 (Printausgabe)
Dateigröße
10511 KB
Auflage
1. Auflage
Sprache
Englisch
EAN
9780470567630
This book provides an essential understanding of statistical
concepts necessary for the analysis of genomic and proteomic data
using computational techniques. The author presents both basic and
advanced topics, focusing on those that are relevant to the
computational analysis of large data sets in biology. Chapters
begin with a description of a statistical concept and a current
example from biomedical research, followed by more detailed
presentation, discussion of limitations, and problems. The book
starts with an introduction to probability and statistics for
genome-wide data, and moves into topics such as clustering,
classification, multi-dimensional visualization, experimental
design, statistical resampling, and statistical network analysis.
* Clearly explains the use of bioinformatics tools in life
sciences research without requiring an advanced background in
math/statistics
* Enables biomedical and life sciences researchers to
successfully evaluate the validity of their results and make
inferences
* Enables statistical and quantitative researchers to rapidly
learn novel statistical concepts and techniques appropriate for
large biological data analysis
* Carefully revisits frequently used statistical approaches and
highlights their limitations in large biological data analysis
* Offers programming examples and datasets
* Includes chapter problem sets, a glossary, a list of
statistical notations, and appendices with references to background
mathematical and technical material
* Features supplementary materials, including datasets, links,
and a statistical package available online
Statistical Bioinformatics is an ideal textbook for
students in medicine, life sciences, and bioengineering, aimed at
researchers who utilize computational tools for the analysis of
genomic, proteomic, and many other emerging high-throughput
molecular data. It may also serve as a rapid introduction to the
bioinformatics science for statistical and computational students
and audiences who have not experienced such analysis tasks
before.
concepts necessary for the analysis of genomic and proteomic data
using computational techniques. The author presents both basic and
advanced topics, focusing on those that are relevant to the
computational analysis of large data sets in biology. Chapters
begin with a description of a statistical concept and a current
example from biomedical research, followed by more detailed
presentation, discussion of limitations, and problems. The book
starts with an introduction to probability and statistics for
genome-wide data, and moves into topics such as clustering,
classification, multi-dimensional visualization, experimental
design, statistical resampling, and statistical network analysis.
* Clearly explains the use of bioinformatics tools in life
sciences research without requiring an advanced background in
math/statistics
* Enables biomedical and life sciences researchers to
successfully evaluate the validity of their results and make
inferences
* Enables statistical and quantitative researchers to rapidly
learn novel statistical concepts and techniques appropriate for
large biological data analysis
* Carefully revisits frequently used statistical approaches and
highlights their limitations in large biological data analysis
* Offers programming examples and datasets
* Includes chapter problem sets, a glossary, a list of
statistical notations, and appendices with references to background
mathematical and technical material
* Features supplementary materials, including datasets, links,
and a statistical package available online
Statistical Bioinformatics is an ideal textbook for
students in medicine, life sciences, and bioengineering, aimed at
researchers who utilize computational tools for the analysis of
genomic, proteomic, and many other emerging high-throughput
molecular data. It may also serve as a rapid introduction to the
bioinformatics science for statistical and computational students
and audiences who have not experienced such analysis tasks
before.
Noch keine Bewertungen vorhanden
Verfassen Sie die erste Bewertung zu diesem Artikel
Helfen Sie anderen Kundinnen und Kunden durch Ihre Meinung.
Kurze Frage zu unserer Seite
Vielen Dank für dein Feedback
Wir nutzen dein Feedback, um unsere Produktseiten zu verbessern. Bitte habe Verständnis, dass wir dir keine Rückmeldung geben können. Falls du Kontakt mit uns aufnehmen möchtest, kannst du dich aber gerne an unseren Kund*innenservice wenden.
zum Kundenservice