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plsgenomics: PLS analyses for genomics

plsgenomics: PLS analyses for genomics: Project Home – R-Forge

Project description

This package provides routines for PLS-based genomic analyses. It implements PLS methods for classification with microarray and Next Generation Sequencing data, prediction of transcription factor activities from combined ChIP-chip analysis.

Project Info

Tags: Multivariate, High Dimension, PLS, Sparse PLS, MGSIM, Prediction of Transcription Factor Activities, Classification, Logistic Regression, Compression, Variables Selection

Development Status : 5 - Production/Stable
License : OSI Approved : GNU General Public License (GPL)
Natural Language : English
Natural Language : French
Programming Language : R
Topic : Bioinformatics : Statistics
Topic : Multivariate Statistics : Projection Methods
Topic : Multivariate Statistics : Supervised Classification and Discriminant Analysis

Registered: 2014-10-30 14:27
Activity Ranking: 0
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Thanks to:

Vienna University of Economics and Business

University of Wisconsin - Madison

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