Rsampling: Ports the Workflow of "Resampling Stats" Add-in to R

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Resampling Stats (http://www.resample.com) is an add-in for running randomization tests in Excel worksheets. The workflow is (1) to define a statistic of interest that can be calculated from a data table, (2) to randomize rows ad/or columns of a data table to simulate a null hypothesis and (3) and to score the value of the statistic from many randomizations. The relative frequency distribution of the statistic in the simulations is then used to infer the probability of the observed value be generated by the null process (probability of Type I error). This package intends to translate this logic for R for teaching purposes. Keeping the original workflow is favored over performance.

Author
Paulo Prado [aut, cre], Andr'e Chalom [aut], Alexandre Oliveira [aut]
Date of publication
2016-06-07 14:46:12
Maintainer
Paulo Prado <prado@ib.usp.br>
License
GPL-2
Version
0.1.1

View on CRAN

Man pages

azteca
An experiment on ant recruitment
basefunctions
Shuffling and resampling functions
dplot
Statistic distribution plot
embauba
Vine infestation on Cecropia trees
peucetia
Preference of hunting spiders by hairy leaves
pielou
Aphids recorded on goldenrods
rhyzophora
Allometry in mangrove trees
Rsampling
Repeats randomizations and scores summary statistics
splot
Spaghetti plot
zfsample
Zero-fixed (re)sampling

Files in this package

Rsampling
Rsampling/inst
Rsampling/inst/doc
Rsampling/inst/doc/regressions.R
Rsampling/inst/doc/RRRe.md
Rsampling/inst/doc/regressoes.html
Rsampling/inst/doc/RRRe.Rmd
Rsampling/inst/doc/RRRe.html
Rsampling/inst/doc/regressions.html
Rsampling/inst/doc/regressions.Rmd
Rsampling/inst/doc/regressoes.R
Rsampling/inst/doc/RRRe.R
Rsampling/inst/doc/RRR.html
Rsampling/inst/doc/RRR.R
Rsampling/inst/doc/regressoes.Rmd
Rsampling/inst/doc/RRR.Rmd
Rsampling/NAMESPACE
Rsampling/NEWS
Rsampling/data
Rsampling/data/peucetia.rda
Rsampling/data/azteca.rda
Rsampling/data/rhyzophora.rda
Rsampling/data/pielou.rda
Rsampling/data/embauba.rda
Rsampling/R
Rsampling/R/basefunctions.R
Rsampling/R/data_documentation.R
Rsampling/R/Rsampling.R
Rsampling/R/zfsample.R
Rsampling/R/plotfunctions.R
Rsampling/vignettes
Rsampling/vignettes/RRRe.Rmd
Rsampling/vignettes/regressions.Rmd
Rsampling/vignettes/regressoes.Rmd
Rsampling/vignettes/RRR.Rmd
Rsampling/README.md
Rsampling/MD5
Rsampling/build
Rsampling/build/vignette.rds
Rsampling/DESCRIPTION
Rsampling/man
Rsampling/man/rhyzophora.Rd
Rsampling/man/splot.Rd
Rsampling/man/zfsample.Rd
Rsampling/man/azteca.Rd
Rsampling/man/dplot.Rd
Rsampling/man/pielou.Rd
Rsampling/man/embauba.Rd
Rsampling/man/peucetia.Rd
Rsampling/man/basefunctions.Rd
Rsampling/man/Rsampling.Rd