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MullerPlot
View on CRAN: Click
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Download and install MullerPlot package within the R console
Install from CRAN:
install.packages("MullerPlot")
Install from Github:
library("remotes")
install_github("cran/MullerPlot")
Install by package version:
library("remotes")
install_version("MullerPlot", "0.1.3")
Attach the package and use:
library("MullerPlot")
Maintained by
Farnoush Farahpour
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-10-20
Latest Update: 2022-04-27
Description:
Generates Muller plot from parental/genealogy/phylogeny information and population/abundance/frequency dynamics data.
Muller plots are plots which combine information about succession of different OTUs (genotypes, phenotypes, species, ...) and information about dynamics of their abundances (populations or frequencies) over time. They are powerful and fascinating tools to visualize evolutionary dynamics. They may be employed also in study of diversity and its dynamics, i.e. how diversity emerges and how changes over time. They are called Muller plots in honor of Hermann Joseph Muller which used them to explain his idea of Muller's ratchet (Muller, 1932, American Naturalist).
A big difference between Muller plots and normal box plots of abundances is that a Muller plot depicts not only the relative abundances but also succession of OTUs based on their genealogy/phylogeny/parental relation. In a Muller plot, horizontal axis is time/generations and vertical axis represents relative abundances of OTUs at the corresponding times/generations. Different OTUs are usually shown with polygons with different colors and each OTU originates somewhere in the middle of its parent area in order to illustrate their succession in evolutionary process.
To generate a Muller plot one needs the genealogy/phylogeny/parental relation of OTUs and their abundances over time.
MullerPlot package has the tools to generate Muller plots which clearly depict the origin of successors of OTUs.
How to cite:
Farnoush Farahpour (2016). MullerPlot: Generates Muller Plot from Population/Abundance/Frequency Dynamics Data. R package version 0.1.3, https://cran.r-project.org/web/packages/MullerPlot. Accessed 22 Dec. 2024.
Previous versions and publish date:
0.1.2 (2016-10-20 23:16)
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Complete documentation for MullerPlot
Functions, R codes and Examples using
the MullerPlot R package
Some associated functions: Attributes . Muller.plot . MullerPlot . PopulationDataList . PopulationDataTable .
Some associated R codes: Functions.R . Main.R . MullerPlot.R . data.R . Full MullerPlot package functions and examples
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