Applied Biclustering Methods for Big and High-Dimensional Data Using R (Chapman & Hall/Crc Biostatistics) - Softcover

Buch 74 von 155: Chapman & Hall/CRC Biostatistics
 
9780367736859: Applied Biclustering Methods for Big and High-Dimensional Data Using R (Chapman & Hall/Crc Biostatistics)
Softcover
ISBN 10: 0367736853 ISBN 13: 9780367736859
Verlag: Chapman and Hall/CRC, 2020

Inhaltsangabe

Proven Methods for Big Data Analysis





As big data has become standard in many application areas, challenges have arisen related to methodology and software development, including how to discover meaningful patterns in the vast amounts of data. Addressing these problems, Applied Biclustering Methods for Big and High-Dimensional Data Using R shows how to apply biclustering methods to find local patterns in a big data matrix.





The book presents an overview of data analysis using biclustering methods from a practical point of view. Real case studies in drug discovery, genetics, marketing research, biology, toxicity, and sports illustrate the use of several biclustering methods. References to technical details of the methods are provided for readers who wish to investigate the full theoretical background. All the methods are accompanied with R examples that show how to conduct the analyses. The examples, software, and other materials are available on a supplementary website.

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Über die Autorin bzw. den Autor

Adetayo Kasim is a senior research statistician at Durham University.





Ziv Shkedy

is a professor in the Interuniversity Institute for Biostatistics and Statistical Bioinformatics (I-BioStat) in the Center for Statistics at the University of Hasselt.





Sebastian Kaiser

is a professor in the Department of Statistics in the Faculty of Mathematics, Informatics and Statistics at Ludwig-Maximilians University of Munich.





Sepp Hochreiter

is a professor and head of the Institute of Bioinformatics at Johannes Kepler University Linz.





Willem Talloen

is a principal statistician at the Janssen Pharmaceutical Companies of Johnson & Johnson.

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Verlag
Chapman and Hall/CRC
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
0367736853
ISBN 13 
9780367736859
Einband
Taschenbuch
Anzahl der Seiten
401
Herausgeber
Kasim Adetayo, Shkedy Ziv, Kaiser Sebastian, Hochreiter Sepp, Talloen Willem
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Buchbär
info@buchbaer.de

Weberstr. 67
Osnabrück
49084
Deutschland

Weitere beliebte Ausgaben desselben Titels

9781482208238: Applied Biclustering Methods for Big and High-Dimensional Data Using R (Chapman & Hall/CRC Biostatistics)

Vorgestellte Ausgabe

ISBN 10:  1482208237 ISBN 13:  9781482208238
Verlag: Chapman and Hall/CRC, 2016
Hardcover