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
Rsampling_0.1.1.zip(r-4.7-any)Rsampling_0.1.1.zip(r-4.6-any)Rsampling_0.1.1.zip(r-4.5-any)
Rsampling_0.1.1.tgz(r-4.6-any)Rsampling_0.1.1.tgz(r-4.5-any)
Rsampling_0.1.1.tar.gz(r-4.7-any)Rsampling_0.1.1.tar.gz(r-4.6-any)
Rsampling_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
Rsampling/json (API)

# 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:

Conda:

5.30 score 25 scripts 241 downloads 9 exports 0 dependencies

Last updated from:52ef8ee0c4. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK111
source / vignettesOK153
linux-releaseOK92
macos-releaseOK186
macos-oldrelOK176
windows-develOK63
windows-releaseOK76
windows-oldrelOK67
wasm-releaseOK77

Exports:columns_as_unitsdplotnormal_randrows_as_unitsRsamplingsplotwithin_columnswithin_rowszfsample

Dependencies:

RRR: Reproduzindo o Resampling com Rsampling
Apresentação | Instalação | Embaralhando dentro de uma coluna para testar diferença entre grupos | Hipótese do estudo | Hipótese nula | Estatística de interesse | Distribuição da estatística sob a hipótese nula | Decisão: rejeitamos a hipótese nula? | Embaralhando dentro de linhas para testar diferenças dentro de pares | Coda: testes unicaudais e bicaudais | Aleatorização com reposição | Uma hipótese nula mais realista? | Distribuição da estatística de interesse sob a hipótese nula | Zeros estruturais
Rendered fromRRR.Rmdusingknitr::rmarkdown

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

RRR - Replicating Resampling with Rsampling
Overview | Installation | Shuffling a column to test difference between groups | Study hypothesis | Null hypothesis | Statistic of interest | Distribution of statistics under the null hypothesis | Decision: should we reject the null hypothesis? | Shuffling within rows to test differences within pairs | Distribution of the statistic under null hypothesis | Coda: one-sided and double-tailed tests. | Randomization with replacement | Statistics of interest | Distribution of the statistic under the null hypothesis | A more realistic null hypothesis? | Distribution of the statistic of interest under the null hypothesis | Decision: do we reject the null hypothesis? | Structural zeros | Study Hypothesis
Rendered fromRRRe.Rmdusingknitr::rmarkdown

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

Replicating Resampling with Rsampling - Regressions and ANCOVA
Installation | Regression examples | Study Hypothesis | Shuffling rows within the strata | Null hypothesis | Statistic of interest | Distribution of the statistics under the null hypothesis | Decision: should we reject the null hypothesis? | Comparing slopes | Null hypothesis simulation | Comparing intercepts | Simulating the null hypothesis
Rendered fromregressions.Rmdusingknitr::rmarkdown

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

RRRR: Reproduzindo o Resampling com Rsampling para Regressões
Instalação | Exemplos de regressão | Hipótese do estudo | Embaralhando linhas dentro de estratos | Hipótese nula | Estatística de interesse | Distribuição da estatística sob a hipótese nula | Decisão: rejeitamos a hipótese nula? | Comparação das inclinações | Simulação da hipótese nula | Comparando interceptos
Rendered fromregressoes.Rmdusingknitr::rmarkdown

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