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planemo upload for repository https://github.com/workflow4metabolomics/multivariate.git commit 6596dbd39d20ee1962d9ebdd87eec04821239760
author | ethevenot |
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date | Wed, 27 Jul 2016 11:22:56 -0400 |
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children | da272496b32d |
rev | line source |
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planemo upload for repository https://github.com/workflow4metabolomics/multivariate.git commit 6596dbd39d20ee1962d9ebdd87eec04821239760
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1 Multivariate analysis by PCA, PLS(-DA), and OPLS(-DA) |
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2 ===================================================== |
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3 |
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4 A Galaxy module from the [Workflow4metabolomics](http://workflow4metabolomics.org) project |
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5 |
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6 Status: [![Build Status](https://travis-ci.org/workflow4metabolomics/multivariate.svg?branch=master)](https://travis-ci.org/workflow4metabolomics/multivariate). |
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7 |
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8 ## Description |
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9 |
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10 **Version:** 2.3.2 |
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11 **Date:** 2016-05-15 |
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12 **Author:** Etienne A. Thevenot (CEA, LIST, MetaboHUB, W4M Core Development Team) |
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13 **Email:** [etienne.thevenot(at)cea.fr](mailto:etienne.thevenot@cea.fr) |
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14 **Citation:** Thevenot E.A., Roux A., Xu Y., Ezan E. and Junot C. (2015). Analysis of the human adult urinary metabolome variations with age, body mass index and gender by implementing a comprehensive workflow for univariate and OPLS statistical analyses. *Journal of Proteome Research*, **14**:3322-3335. [doi:10.1021/acs.jproteome.5b00354](http://dx.doi.org/10.1021/acs.jproteome.5b00354) |
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planemo upload for repository https://github.com/workflow4metabolomics/multivariate.git commit 6596dbd39d20ee1962d9ebdd87eec04821239760
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15 **Licence:** CeCILL |
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16 **Funding:** Agence Nationale de la Recherche ([MetaboHUB](http://www.metabohub.fr/index.php?lang=en&Itemid=473) national infrastructure for metabolomics and fluxomics, ANR-11-INBS-0010 grant) |
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planemo upload for repository https://github.com/workflow4metabolomics/multivariate.git commit 6596dbd39d20ee1962d9ebdd87eec04821239760
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17 |
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18 ## Installation |
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19 |
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20 * Configuration file: `multivariate_config.xml`. |
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21 * Image files: |
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22 + `static/images/multivariate_workflowPositionImage.png`. |
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23 + `static/images/multivariate_workingExampleImage.png`. |
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24 * Wrapper file: `multivariate_wrapper.R`. |
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25 * R packages |
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26 + **batch** from CRAN |
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27 |
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28 ```r |
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29 install.packages("batch", dep=TRUE) |
fafba524dca6
planemo upload for repository https://github.com/workflow4metabolomics/multivariate.git commit 6596dbd39d20ee1962d9ebdd87eec04821239760
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30 ``` |
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planemo upload for repository https://github.com/workflow4metabolomics/multivariate.git commit 6596dbd39d20ee1962d9ebdd87eec04821239760
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31 |
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32 + **ropls** from Bioconductor |
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33 |
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34 ```r |
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35 install.packages("batch", dep=TRUE) |
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36 source("http://www.bioconductor.org/biocLite.R") |
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37 biocLite("ropls") |
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planemo upload for repository https://github.com/workflow4metabolomics/multivariate.git commit 6596dbd39d20ee1962d9ebdd87eec04821239760
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38 ``` |
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planemo upload for repository https://github.com/workflow4metabolomics/multivariate.git commit 6596dbd39d20ee1962d9ebdd87eec04821239760
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39 |
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40 ## Tests |
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41 |
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42 The code in the wrapper can be tested by running the `tests/multivariate_tests.R` in R. |
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43 |
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44 You will need to install **RUnit** package in order to make it run: |
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45 ```r |
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46 install.packages('RUnit', dependencies = TRUE) |
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planemo upload for repository https://github.com/workflow4metabolomics/multivariate.git commit 6596dbd39d20ee1962d9ebdd87eec04821239760
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47 ``` |
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48 |
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49 ## News |
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50 |
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51 ### CHANGES IN VERSION 2.3.2 |
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52 |
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53 INTERNAL MODIFICATION |
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54 |
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55 * Modification of the `multivariate_wrapper.R` file to handle **ropls** package versions of 1.3.15 and above (i.e. after switching to S4 classes). |
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56 |
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57 *** |
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58 |
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59 ### CHANGES IN VERSION 2.3.0 |
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60 |
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61 NEW FEATURES |
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62 |
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63 * **Predictions** now available (see the 'Samples to be tested' argument). |
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64 * OPLS(-DA): **Predictive and Orthogonal VIP** are now computed (see the 'comments' section). |
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65 * **Multiclass PLS-DA** implemented (see the 'comments' section). |
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66 |
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67 *** |