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-4.7)exreport_0.4.1.zip(r-4.6)exreport_0.4.1.zip(r-4.5)
exreport_0.4.1.tgz(r-4.6-any)exreport_0.4.1.tgz(r-4.5-any)
exreport_0.4.1.tar.gz(r-4.7-any)exreport_0.4.1.tar.gz(r-4.6-any)
exreport_0.4.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
exreport/json (API)

# Install 'exreport' in R:

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

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:

4.27 score 10 stars 37 scripts 198 downloads 1 mentions 26 exports 23 dependencies

Last updated from:ac61cb5a88. Checks:7 NOTE, 2 OK. Indexed: yes.

Target	Result	Time
linux-devel-x86_64	NOTE	132
source / vignettes	OK	146
linux-release-x86_64	NOTE	126
macos-release-arm64	NOTE	180
macos-oldrel-arm64	NOTE	158
windows-devel	NOTE	93
windows-release	NOTE	103
windows-oldrel	NOTE	83
wasm-release	OK	100

Exports:.testMultiple expCombine expConcat expCreate expCreateFromTable expExtend expExtract expGetDuplicated expInstantiate expReduce expRemoveDuplicated expRename expReorder expSubset exreport exreportAdd exreportRender plotCumulativeRank plotExpSummary plotRankDistribution tabularExpSummary tabularTestPairwise tabularTestSummary testMultipleControl testMultiplePairwise testPaired

Dependencies:cli cpp11 farver ggplot2 glue gtable isoband labeling lifecycle magrittr plyr R6 RColorBrewer Rcpp reshape2 rlang S7 scales stringi stringr vctrs viridisLite withr

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
Combine two experiments with different outputs	expCombine
Concatenate rows of matching experiments	expConcat
Load data and create an exreport experiment	expCreate
Create an exreport experiment from a tabular representation	expCreateFromTable
Extend an experiment by adding new parameters	expExtend
Extract statistically equivalent methods from a multiple comparison test	expExtract
Create a new experiment with only the duplicated rows	expGetDuplicated
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 interaction	expReduce
Remove duplicated rows from an experiment	expRemoveDuplicated
Change the name of elements that an experiment contains	expRename
Change the order of elements that an experiment contains	expReorder
Obtains a subset of an experiment matching the given conditions	expSubset
Create a new exreport document	exreport
Add elements to an existing exreport document	exreportAdd
Render an exreport document	exreportRender
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 test	plotCumulativeRank
Barplot for summarizing an experiment output variable	plotExpSummary
Boxplot for the ranks distribution and control hypotheses from multiple test	plotRankDistribution
Summarize the experiment with a table for given outputs	tabularExpSummary
Display pairwise information about a multiple test between the methods	tabularTestPairwise
Summarize the result of a multiple comparison statistical test in a table	tabularTestSummary
Multiple Comparison Statistical Test (Friedman + Control Holm PostHoc)	testMultipleControl
Multiple Comparison Statistical Test (Friedman + Pairwise Shaffer PostHoc)	testMultiplePairwise
Paired Wilcoxon statistical test	testPaired
Problem: Comparison between several Machine Learning algorithms from the Weka library	wekaExperiment