Last data update: 2014.03.03
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MCMC.OTU
Package: MCMC.OTU
Type: Package
Title: Bayesian Analysis of Multivariate Counts Data in DNA
Metabarcoding and Ecology
Version: 1.0.10
Date: 2016-02-10
Author: Mikhail V. Matz
Maintainer: Mikhail V. Matz <matz@utexas.edu>
Description: Poisson-lognormal generalized linear mixed model analysis of multivariate counts data using MCMC, aiming to infer the changes in relative proportions of individual variables. The package was originally designed for sequence-based analysis of microbial communities ("metabarcoding", variables = operational taxonomic units, OTUs), but can be used for other types of multivariate counts, such as in ecological applications (variables = species). The results are summarized and plotted using 'ggplot2' functions. Includes functions to remove sample and variable outliers and reformat counts into normalized log-transformed values for correlation and principal component/coordinate analysis. Walkthrough and examples: http://www.bio.utexas.edu/research/matz_lab/matzlab/Methods_files/walkthroughExample_mcmcOTU_R.txt.
License: GPL-3
Depends: MCMCglmm, ggplot2, coda
NeedsCompilation: no
Packaged: 2016-02-11 19:23:29 UTC; c-monstr
Repository: CRAN
Date/Publication: 2016-02-12 00:53:04
Install log
* installing to library '/home/ddbj/local/lib64/R/library'
* installing *source* package 'MCMC.OTU' ...
** package 'MCMC.OTU' successfully unpacked and MD5 sums checked
** R
** data
** preparing package for lazy loading
** help
*** installing help indices
converting help for package 'MCMC.OTU'
finding HTML links ... done
MCMC.OTU-package html
OTUsummary html
getNormalizedOTUdata html
green.data html
logLin html
mcmc.otu html
mcmc.pval html
otuByAutocorr html
otuStack html
padjustOTU html
panel.cor html
panel.cor.pval html
purgeOutliers html
signifOTU html
startedLog html
summaryPlotOTU html
** building package indices
** testing if installed package can be loaded
* DONE (MCMC.OTU)
Making 'packages.html' ... done
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