Package: exreport 0.4.1

exreport: Fast, Reliable and Elegant Reproducible Research

Analysis of experimental results and automatic report generation in both interactive HTML and LaTeX. This package ships with a rich interface for data modeling and built in functions for the rapid application of statistical tests and generation of common plots and tables with publish-ready quality.

Authors:Jacinto Arias [aut, cre], Javier Cozar [aut]

exreport_0.4.1.tar.gz
exreport_0.4.1.zip(r-4.5)exreport_0.4.1.zip(r-4.4)exreport_0.4.1.zip(r-4.3)
exreport_0.4.1.tgz(r-4.4-any)exreport_0.4.1.tgz(r-4.3-any)
exreport_0.4.1.tar.gz(r-4.5-noble)exreport_0.4.1.tar.gz(r-4.4-noble)
exreport_0.4.1.tgz(r-4.4-emscripten)exreport_0.4.1.tgz(r-4.3-emscripten)
exreport.pdf |exreport.html✨
exreport/json (API)

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

Peer review:

Bug tracker:https://github.com/jacintoarias/exreport/issues

Datasets:
  • ILsMultiple - Problem: Comparison between three Ionic Liquids packs to capture and reduce the emission of CO2 in industrial fuel combustion processes.
  • ILsPaired - Problem: Comparison between two Ionic Liquids packs to capture and reduce the emission of CO2 in industrial fuel combustion processes.
  • wekaExperiment - Problem: Comparison between several Machine Learning algorithms from the Weka library

On CRAN:

4.21 score 9 stars 36 scripts 170 downloads 1 mentions 26 exports 33 dependencies

Last updated 3 years agofrom:ac61cb5a88. Checks:OK: 1 NOTE: 6. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 08 2024
R-4.5-winNOTENov 08 2024
R-4.5-linuxNOTENov 08 2024
R-4.4-winNOTENov 08 2024
R-4.4-macNOTENov 08 2024
R-4.3-winNOTENov 08 2024
R-4.3-macNOTENov 08 2024

Exports:.testMultipleexpCombineexpConcatexpCreateexpCreateFromTableexpExtendexpExtractexpGetDuplicatedexpInstantiateexpReduceexpRemoveDuplicatedexpRenameexpReorderexpSubsetexreportexreportAddexreportRenderplotCumulativeRankplotExpSummaryplotRankDistributiontabularExpSummarytabularTestPairwisetabularTestSummarytestMultipleControltestMultiplePairwisetestPaired

Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigplyrR6RColorBrewerRcppreshape2rlangscalesstringistringrtibbleutf8vctrsviridisLitewithr

Readme and manuals

Help Manual

Help pageTopics
Combine two experiments with different outputsexpCombine
Concatenate rows of matching experimentsexpConcat
Load data and create an exreport experimentexpCreate
Create an exreport experiment from a tabular representationexpCreateFromTable
Extend an experiment by adding new parametersexpExtend
Extract statistically equivalent methods from a multiple comparison testexpExtract
Create a new experiment with only the duplicated rowsexpGetDuplicated
Instatiate the methods in the experiment for each one of the different parameter configurations.expInstantiate
Reduce a parameter by a function for each method, problem and remaining parameter configuration interactionexpReduce
Remove duplicated rows from an experimentexpRemoveDuplicated
Change the name of elements that an experiment containsexpRename
Change the order of elements that an experiment containsexpReorder
Obtains a subset of an experiment matching the given conditionsexpSubset
Create a new exreport documentexreport
Add elements to an existing exreport documentexreportAdd
Render an exreport documentexreportRender
Problem: Comparison between three Ionic Liquids packs to capture and reduce the emission of CO2 in industrial fuel combustion processes.ILsMultiple
Problem: Comparison between two Ionic Liquids packs to capture and reduce the emission of CO2 in industrial fuel combustion processes.ILsPaired
Area plot for the rank distribution from a multiple testplotCumulativeRank
Barplot for summarizing an experiment output variableplotExpSummary
Boxplot for the ranks distribution and control hypotheses from multiple testplotRankDistribution
Summarize the experiment with a table for given outputstabularExpSummary
Display pairwise information about a multiple test between the methodstabularTestPairwise
Summarize the result of a multiple comparison statistical test in a tabletabularTestSummary
Multiple Comparison Statistical Test (Friedman + Control Holm PostHoc)testMultipleControl
Multiple Comparison Statistical Test (Friedman + Pairwise Shaffer PostHoc)testMultiplePairwise
Paired Wilcoxon statistical testtestPaired
Problem: Comparison between several Machine Learning algorithms from the Weka librarywekaExperiment