A Toolbox for Bicluster Analysis in R

Kaiser, Sebastian und Leisch, Friedrich (16. April 2008): A Toolbox for Bicluster Analysis in R. Department of Statistics: Technical Reports, Nr. 28

Abstract

Over the last decade, bicluster methods have become more and more popular in different fields of two way data analysis and a wide variety of algorithms and analysis methods have been published. In this paper we introduce the R package {\tt biclust}, which contains a collection of bicluster algorithms, preprocessing methods for two way data, and validation and visualization techniques for bicluster results. For the first time, such a package is provided on a platform like R, where data analysts can easily add new bicluster algorithms and adapt them to their special needs.

• Dokumententyp: Paper
• Publikationsform: Postprint
• Keywords: Biclustering, Two-Way-Clustering, Software, R
• Fakultät: Mathematik, Informatik und Statistik > Statistik > Technische Reports
• Sprache: Englisch