Applied Biclustering Methods for Big and High-Dimensional Data Using R - Couverture souple

Livre 75 sur 151: Chapman & Hall/CRC Biostatistics
 
9780367736859: Applied Biclustering Methods for Big and High-Dimensional Data Using R
Couverture souple
ISBN 10 : 0367736853 ISBN 13 : 9780367736859
Editeur : Chapman and Hall/CRC, 2020

Synopsis

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.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

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.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
Chapman and Hall/CRC
Date d'édition
2020
Langue
anglais
ISBN 10 
0367736853
ISBN 13 
9780367736859
Reliure
Broché
Nombre de pages
401
Éditeur
Kasim Adetayo, Shkedy Ziv, Kaiser Sebastian, Hochreiter Sepp, Talloen Willem
Coordonnées du fabricant
non disponible
Personne responsable
non disponible

Autres éditions populaires du même titre

9781482208238: Applied Biclustering Methods for Big and High-Dimensional Data Using R

Edition présentée

ISBN 10 :  1482208237 ISBN 13 :  9781482208238
Editeur : Chapman & Hall/CRC, 2016
Couverture rigide