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Topic > Multivariate Statistics > Projection Methods

Canonical Correlation (1 project)
Independent Components (1 project)
Principal Components (1 project)
Procrustes Analysis (0 project)
Redundancy Analysis (0 project)

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7 projects in result set.

0. plsgenomics: PLS analyses for genomics - 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.

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

Activity Percentile: 0.00

Registered: 2014-10-30 14:27

1. Multivariate Projection Methods - mpm is an R package by Paul Lewi and Luc Wouters for exploratory multivariate analysis of large data matrices, such as gene expression data from microarray experiments.

Development Status : 5 - Production/Stable [Filter]
Environment : Console (Text Based) [Filter]
Environment : Win32 (MS Windows) [Filter]
Environment : X11 Applications [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent [Filter]
Programming Language : R [Filter]
Topic : Bioinformatics : Visualization [Filter]
Topic : Multivariate Statistics : Correspondence Analysis [Filter]
Topic : Multivariate Statistics : Projection Methods [Filter]

Activity Percentile: 0.00

Registered: 2008-01-29 14:46

2. candisc: Canonical discriminant analysis - The candisc package provides computational methods for generalized canonical discriminant analysis and low-dimensional visualization via the related heplots package. Development on this project has moved to http://github.com/friendly/candisc
Intended Audience : End Users/Desktop [Filter] License : OSI Approved : GNU General Public License (GPL) [Filter] Programming Language : R [Filter] Topic : Graphics : Applications [Filter] Topic : Multivariate Statistics : Projection Methods [Filter] Topic : Multivariate Statistics : Visualising Multivariate Data : Graphical Procedures [Filter]	Activity Percentile: 0.00 Registered: 2008-11-01 19:22

3. The Degrees of Freedom of PLS - The package provides Degrees of Freedom of Partial Least Squares. Model selection based on information criteria can be performed. Krämer & Braun (2007) Kernelizing PLS, Degrees of Freedom, and Efficient Model Selection, ICML-07, 441 - 448

Development Status : 1 - Planning [Filter]
Environment : Other Environment [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent [Filter]
Programming Language : R [Filter]
Topic : Machine Learning : Model Selection and Validation [Filter]
Topic : Multivariate Statistics : Projection Methods [Filter]
Topic : Regression Models [Filter]

Activity Percentile: 0.00

Registered: 2009-10-08 14:16

4. Co-correspondence Analysis Methods - Cocorresp implements predictive and symmetric co-correspondence analysis (CoCA) models to relate one community matrix to another by maximising the weighted covariance of the weighted averaged species scores of the two communities.

Development Status : 4 - Beta [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent [Filter]
Programming Language : R [Filter]
Topic : Multivariate Statistics : Correspondence Analysis [Filter]
Topic : Multivariate Statistics : Projection Methods [Filter]
Topic : Spatial Data & Statistics : Ecological Analysis [Filter]

Activity Percentile: 0.00

Registered: 2008-04-20 19:15

5. adephylo - The package 'adephylo' implements multivariate approaches for comparative data, i.e. data including one phylogeny and one or several traits.

Development Status : 4 - Beta [Filter]
Intended Audience : Developers [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent [Filter]
Programming Language : C/C\+\+ [Filter]
Programming Language : R [Filter]
Topic : Genetics : Phylogenetics [Filter]
Topic : Multivariate Statistics : Projection Methods [Filter]

Activity Percentile: 0.00

Registered: 2008-11-18 15:35

6. SOMbrero - SOMbrero is an R package dedicated to online Self-Organizing Map. It can be used to train SOM for numeric datasets, contingency tables and dissimilarity data.

Development Status : 4 - Beta [Filter]
Intended Audience : End Users/Desktop [Filter]
License : OSI Approved : GNU General Public License (GPL) [Filter]
Natural Language : English [Filter]
Operating System : OS Independent [Filter]
Programming Language : R [Filter]
Topic : Cluster Analysis [Filter]
Topic : Multivariate Statistics : Projection Methods [Filter]
Topic : Multivariate Statistics : Visualising Multivariate Data [Filter]

Activity Percentile: 0.00

Registered: 2013-06-28 10:16