Package: Rsampling 0.1.1

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

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.

Authors:Paulo Prado [aut, cre], Andr'e Chalom [aut], Alexandre Oliveira [aut]

Rsampling_0.1.1.tar.gz
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Rsampling.pdf |Rsampling.html
Rsampling/json (API)
NEWS

# Install 'Rsampling' in R:
install.packages('Rsampling', repos = c('https://piklprado.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/piklprado/rsampling/issues

Datasets:
  • azteca - An experiment on ant recruitment
  • embauba - Vine infestation on Cecropia trees
  • peucetia - Preference of hunting spiders by hairy leaves
  • pielou - Aphids recorded on goldenrods
  • rhyzophora - Allometry in mangrove trees

On CRAN:

5.11 score 16 scripts 143 downloads 9 exports 0 dependencies

Last updated 9 years agofrom:52ef8ee0c4. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 08 2025
R-4.5-winOKFeb 08 2025
R-4.5-macOKFeb 08 2025
R-4.5-linuxOKFeb 08 2025
R-4.4-winOKFeb 09 2025
R-4.4-macOKFeb 08 2025
R-4.3-winOKFeb 08 2025
R-4.3-macOKFeb 08 2025

Exports:columns_as_unitsdplotnormal_randrows_as_unitsRsamplingsplotwithin_columnswithin_rowszfsample

Dependencies:

RRR: Reproduzindo o Resampling com Rsampling

Rendered fromRRR.Rmdusingknitr::rmarkdownon Feb 08 2025.

Last update: 2016-07-15
Started: 2015-06-20

RRR - Replicating Resampling with Rsampling

Rendered fromRRRe.Rmdusingknitr::rmarkdownon Feb 08 2025.

Last update: 2016-07-15
Started: 2016-05-31

RRRR: Reproduzindo o Resampling com Rsampling para Regressões

Rendered fromregressoes.Rmdusingknitr::rmarkdownon Feb 08 2025.

Last update: 2016-05-31
Started: 2015-06-21

Replicating Resampling with Rsampling - Regressions and ANCOVA

Rendered fromregressions.Rmdusingknitr::rmarkdownon Feb 08 2025.

Last update: 2016-06-02
Started: 2016-05-31