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'))

Peer review:

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 127 downloads 9 exports 0 dependencies

Last updated 8 years agofrom:52ef8ee0c4. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 10 2024
R-4.5-winOKNov 10 2024
R-4.5-linuxOKNov 10 2024
R-4.4-winOKNov 10 2024
R-4.4-macOKNov 10 2024
R-4.3-winOKNov 10 2024
R-4.3-macOKNov 10 2024

Exports:columns_as_unitsdplotnormal_randrows_as_unitsRsamplingsplotwithin_columnswithin_rowszfsample

Dependencies:

RRR: Reproduzindo o Resampling com Rsampling

Rendered fromRRR.Rmdusingknitr::rmarkdownon Nov 10 2024.

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

RRR - Replicating Resampling with Rsampling

Rendered fromRRRe.Rmdusingknitr::rmarkdownon Nov 10 2024.

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

RRRR: Reproduzindo o Resampling com Rsampling para Regressões

Rendered fromregressoes.Rmdusingknitr::rmarkdownon Nov 10 2024.

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

Replicating Resampling with Rsampling - Regressions and ANCOVA

Rendered fromregressions.Rmdusingknitr::rmarkdownon Nov 10 2024.

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