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Package: propr | ||
Title: Calculating Proportionality Between Vectors of Compositional | ||
Data | ||
Version: 2.0.4 | ||
Version: 2.1.1 | ||
URL: http://github.com/tpq/propr | ||
BugReports: http://github.com/tpq/propr/issues | ||
Authors@R: c( | ||
person("Thomas", "Quinn", email = "contacttomquinn@gmail.com", role = c("aut", "cre")), | ||
person("David", "Lovell", email = "david.lovell@qut.edu.au", role = "aut") | ||
person("David", "Lovell", email = "david.lovell@qut.edu.au", role = "aut"), | ||
person("Anders", "Bilgrau", email = "anders.ellern.bilgrau@gmail.com", role = "ctb"), | ||
person("Ionas", "Erb", email = "ionas.erb@crg.eu", role = "ctb") | ||
) | ||
Description: The bioinformatic evaluation of gene co-expression often begins with | ||
correlation-based analyses. However, this approach lacks statistical validity | ||
when applied to relative data, including those biological count data produced by | ||
microarray assays or high-throughput RNA-sequencing. Two metrics of proportionality, | ||
phi [Lovell et al (2015) <DOI:10.1371/journal.pcbi.1004075>] and rho [Erb and | ||
Notredame (2016) <DOI:10.1007/s12064-015-0220-8>], both derived from compositional | ||
data analysis, a branch of math dealing specifically with relative data, | ||
represent novel alternatives to correlation. This package introduces a programmatic | ||
framework for the calculation of feature dependence through proportionality, as | ||
discussed in the cited publications. | ||
when applied to relative count data. This includes, for example, biological data | ||
produced by high-throughput RNA-sequencing, chromatin immunoprecipitation (ChIP), | ||
ChIP-sequencing, Methyl-Capture sequencing, and other techniques. Two metrics of | ||
proportionality, phi [Lovell et al (2015) <DOI:10.1371/journal.pcbi.1004075>] | ||
and rho [Erb and Notredame (2016) <DOI:10.1007/s12064-015-0220-8>], both derived | ||
from compositional data analysis, a branch of math dealing specifically with | ||
relative data, represent novel alternatives to correlation. This package | ||
introduces a programmatic framework for calculating feature dependence through | ||
proportionality, as discussed in the cited publications. | ||
License: GPL-2 | ||
LazyData: true | ||
VignetteBuilder: knitr | ||
RoxygenNote: 5.0.1 | ||
Depends: R (>= 3.2.2) | ||
Imports: methods, Rcpp, stats | ||
Suggests: compositions, dendextend, fastcluster, ggplot2, ggthemes, | ||
knitr, rmarkdown, testthat | ||
Imports: fastcluster, ggplot2, methods, Rcpp, stats, utils | ||
Suggests: cccrm, compositions, data.table, grid, ggdendro, igraph, | ||
knitr, plotly, reshape2, rmarkdown, testthat | ||
LinkingTo: Rcpp | ||
NeedsCompilation: yes | ||
Packaged: 2016-10-31 02:33:12 UTC; thom | ||
Packaged: 2016-12-21 23:36:24 UTC; thom | ||
Author: Thomas Quinn [aut, cre], | ||
David Lovell [aut] | ||
David Lovell [aut], | ||
Anders Bilgrau [ctb], | ||
Ionas Erb [ctb] | ||
Maintainer: Thomas Quinn <contacttomquinn@gmail.com> | ||
Repository: CRAN | ||
Date/Publication: 2016-10-31 07:57:10 | ||
Date/Publication: 2016-12-22 00:50:40 |
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dd982525fb104b6a9cd05f7df2645519 *DESCRIPTION | ||
e812610c4a7d9dad42c1cffb6ea44962 *NAMESPACE | ||
9400d978ed79209096b3a8d1e4b45a57 *NEWS.md | ||
3397e6b31c85b54a83bdb5472729c1d7 *R/RcppExports.R | ||
7b586f23e17fda3a57d24df7a9127b6e *R/classes.R | ||
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5be0308f4b7b8f061dabdb5cf67490de *R/methods.R | ||
6b77cbe6af95ed157077ac15b1c295d8 *R/perb.R | ||
67a6e4c984136b923924547f05ae2093 *R/phit.R | ||
a116383651fa2af167feb0a2f9110254 *R/plot.R | ||
d7e7607ee0398e0d2ab5624e99bbafef *R/simplify.R | ||
59bedf1bc9c0cf0268650e24c3a940a7 *README.md | ||
89defd3aafdd641b1bfd790952db9023 *build/vignette.rds | ||
db2b98625bcf3c50354d325ddbe38cc3 *DESCRIPTION | ||
93aec3d8abe8e6921fad5388851871c7 *NAMESPACE | ||
88834996712dbdf6e460d7043e6b33d6 *NEWS.md | ||
76fb67aea64ef74c7d48a421b05f8588 *R/RcppExports.R | ||
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7e2c80615265a05ae535022fd0941fc6 *R/global.R | ||
ea1debc75e0c6615bd000804b476e584 *R/lrmodel.R | ||
82c1829cdee4b48d19578b7b26df5fad *R/methods.R | ||
0b4893e99cb5bc7cfd80236b7a2d9337 *R/prop2prob.R | ||
01eec63412b9a4847ec4ef2ddad0593d *R/proportionality.R | ||
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9717326ce87a6b68d9dcaedec22aabfd *data/datalist | ||
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45107d1560c300ff01112364fa71d93c *man/caneToad.groups.Rd | ||
b4520a06097dd3d3ad5009c11558a55b *man/mds.Rd | ||
ca4ece31cd9cb9a893b7d1af121985f2 *man/perb.Rd | ||
aa9d8b8c2a05fe4f6e87c03ad2adac25 *man/phit.Rd | ||
36807d41afd5f976807e1d677ef7db06 *man/plotCheck.Rd | ||
93f9c5ed92d45a59064b05efd6e56292 *man/prism.Rd | ||
6254e24d72b8f3c50cc74ebe23fce600 *man/propr-class.Rd | ||
57f5f44bdc476052c3a450796bc404d7 *man/propr.Rd | ||
665c24b5240465168bc90a0cf01c1d6d *man/proprALR.Rd | ||
285ae9a1f15e70393644892715d10f91 *man/proprCLR.Rd | ||
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3e8ddff58269a55b8fb572738126342f *man/caneToad.groups.Rd | ||
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1dc820d6b64a7ab50546c5992f54291d *man/proprCLR.Rd | ||
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16ab73377b4cd7720bc51ae760d14d8a *man/proprPhit.Rd | ||
9ee2ccbaf0706afa7fff9a61c5057e55 *man/proprSym.Rd | ||
72bd9e24c0e891556408f3c57e6f298e *man/proprTri.Rd | ||
c3d356df873fa5ef342285f05649c39d *man/proprVLR.Rd | ||
a31be5d6c5604d568d0322add1d07037 *man/simplify.Rd | ||
926338ee43388a6b46f70b44d22cdf45 *man/slate.Rd | ||
a9969d3242f25167951c0638dac7d2a2 *man/snapshot.Rd | ||
0122f5261defbc4065a508bdda44e1a2 *man/top.Rd | ||
ea4d9fac6df9e8b31fc765e53c00ca99 *src/RcppExports.cpp | ||
1719a0b39402e976bc204649c184770d *src/backend.cpp | ||
951c5919bea5f35ee9ad4218a6eb9625 *man/proprTri.Rd | ||
b23c06d927ab799f4126104c2285af1c *man/proprVLR.Rd | ||
c6564bd049a14eae552da08d5e43a50c *man/top.Rd | ||
bde4162c7f30eaaef673eea46d9a589a *man/visualize.Rd | ||
2c82b070fb1c3e42c823f3710939e6bc *src/RcppExports.cpp | ||
eab613fd6412716f6f8bdf4fc0bea293 *src/backend.cpp | ||
38a416384180a93d31020bdffb37ccee *tests/testthat.R | ||
63a47970d0a27f348d7dcc4e87df739a *tests/testthat/test-Rcpp.R | ||
3f501b827c157ac04f2ca4fd6d8c0086 *tests/testthat/test-linRcpp.R | ||
fc05d9b4d260a59e5ee9868520801bd6 *tests/testthat/test-logratio.R | ||
7e1bb5475426feec65cea8b58275f890 *tests/testthat/test-lrmodel.R | ||
8e71cb6dbce34a9dce413e4c707b429b *tests/testthat/test-perb.R | ||
26849f406bac6e67a33e71150a8f34e2 *tests/testthat/test-phis.R | ||
fb995286047319340ea951b7fb50b49a *tests/testthat/test-phit.R | ||
47e7353c4b2bd47309a12835b1770442 *tests/testthat/test-prop2prob.R | ||
b8ad11479a5be8cf446e974854a586d8 *tests/testthat/test-simplify.R | ||
23378d943d79a9bf3fb14ed100337e57 *tests/testthat/test-vlr.R | ||
8fb1dc176dacbc5d91c804337137d1ec *vignettes/introduction.Rmd | ||
0b74606e9ae952e188b93ebd604e90a5 *vignettes/visualize.Rmd | ||
a8de2cad2a05aee92f8b85e047d933ca *vignettes/introduction.Rmd | ||
f5ce72827d06f5aaac0b15ede77179d3 *vignettes/visualize.Rmd |
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# Generated by roxygen2: do not edit by hand | ||
|
||
export(abstract) | ||
export(adjacent) | ||
export(bokeh) | ||
export(bucket) | ||
export(cytescape) | ||
export(dendrogram) | ||
export(mds) | ||
export(modelCLR) | ||
export(perb) | ||
export(phis) | ||
export(phit) | ||
export(prism) | ||
export(prop2prob) | ||
export(simplify) | ||
export(slate) | ||
export(smear) | ||
export(snapshot) | ||
exportClasses(lrmodel) | ||
exportClasses(propr) | ||
exportMethods("[") | ||
exportMethods(plot) | ||
exportMethods(predict) | ||
exportMethods(show) | ||
exportMethods(subset) | ||
importFrom(Rcpp,sourceCpp) | ||
importFrom(grDevices,rainbow) | ||
importFrom(methods,new) | ||
importFrom(methods,show) | ||
importFrom(stats,aov) | ||
importFrom(stats,as.dendrogram) | ||
importFrom(stats,as.dist) | ||
importFrom(stats,as.formula) | ||
importFrom(stats,cutree) | ||
importFrom(stats,heatmap) | ||
importFrom(stats,dist) | ||
importFrom(stats,lm) | ||
importFrom(stats,order.dendrogram) | ||
importFrom(stats,p.adjust) | ||
importFrom(stats,pnorm) | ||
importFrom(stats,prcomp) | ||
importFrom(stats,var) | ||
useDynLib(propr) |
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