Other packages > Find by keyword >

reproducer  

Reproduce Statistical Analyses and Meta-Analyses
View on CRAN: Click here


Download and install reproducer package within the R console
Install from CRAN:
install.packages("reproducer")

Install from Github:
library("remotes")
install_github("cran/reproducer")

Install by package version:
library("remotes")
install_version("reproducer", "0.5.3")



Attach the package and use:
library("reproducer")
Maintained by
Lech Madeyski
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-01-25
Latest Update: 2023-10-18
Description:
Includes data analysis and meta-analysis functions (e.g., to calculate effect sizes and 95% Confidence Intervals (CI) on Standardised Effect Sizes (d) for AB/BA cross-over repeated-measures experimental designs), data presentation functions (e.g., density curve overlaid on histogram),and the data sets analyzed in different research papers in software engineering (e.g., related to software defect prediction or multi- site experiment concerning the extent to which structured abstracts were clearer and more complete than conventional abstracts) to streamline reproducible research in software engineering.
How to cite:
Lech Madeyski (2015). reproducer: Reproduce Statistical Analyses and Meta-Analyses. R package version 0.5.3, https://cran.r-project.org/web/packages/reproducer. Accessed 05 Mar. 2026.
Previous versions and publish date:
0.1.2 (2015-01-25 21:31), 0.1.3 (2015-05-22 22:39), 0.1.4 (2016-01-26 00:26), 0.1.5 (2016-05-14 09:14), 0.1.6 (2016-07-28 23:02), 0.1.7 (2017-01-31 06:51), 0.1.8 (2017-02-12 20:50), 0.1.9 (2017-07-24 21:37), 0.2.0 (2018-11-03 18:50), 0.2.1 (2018-11-05 20:20), 0.3.0 (2019-04-30 23:00), 0.3.1 (2019-12-19 19:20), 0.4.0 (2020-11-04 23:10), 0.4.1 (2021-02-15 00:00), 0.4.2 (2021-02-23 19:40), 0.5.0 (2023-01-16 20:20), 0.5.1 (2023-02-06 00:12), 0.5.2 (2023-07-08 12:40)
Other packages that cited reproducer R package
View reproducer citation profile
Other R packages that reproducer depends, imports, suggests or enhances
Complete documentation for reproducer
Functions, R codes and Examples using the reproducer R package
Some associated functions: AnalyseResiduals . Calc4GroupNPStats . CalculateLevel2ExperimentRData . CalculateRLevel1 . CatchError . Ciolkowski09ESEM.MetaAnalysis.PBRvsCBRorAR . Cliffd.test . ConstructLevel1ExperimentRData . ExtractExperimentData . ExtractGroupSizeData . ExtractMAStatistics . ExtractSummaryStatisticsRandomizedExp . KitchenhamEtAl.CorrelationsAmongParticipants.Abrahao13TSE . KitchenhamEtAl.CorrelationsAmongParticipants.Gravino15JVLC . KitchenhamEtAl.CorrelationsAmongParticipants.Madeyski10 . KitchenhamEtAl.CorrelationsAmongParticipants.Reggio15SSM . KitchenhamEtAl.CorrelationsAmongParticipants.Ricca10TSE . KitchenhamEtAl.CorrelationsAmongParticipants.Ricca14TOSEM . KitchenhamEtAl.CorrelationsAmongParticipants.Romano18ESEM . KitchenhamEtAl.CorrelationsAmongParticipants.Scanniello14EASE . KitchenhamEtAl.CorrelationsAmongParticipants.Scanniello14JVLC . KitchenhamEtAl.CorrelationsAmongParticipants.Scanniello14TOSEM . KitchenhamEtAl.CorrelationsAmongParticipants.Scanniello15EMSE . KitchenhamEtAl.CorrelationsAmongParticipants.Scanniello17TOSEM . KitchenhamEtAl.CorrelationsAmongParticipants.Torchiano17JVLC . KitchenhamMadeyski.SimulatedCrossoverDataSets . KitchenhamMadeyskiBrereton.ABBAMetaAnalysisReportedResults . KitchenhamMadeyskiBrereton.ABBAReportedEffectSizes . KitchenhamMadeyskiBrereton.DocData . KitchenhamMadeyskiBrereton.ExpData . KitchenhamMadeyskiBrereton.MetaAnalysisReportedResults . KitchenhamMadeyskiBrereton.ReportedEffectSizes . KitchenhamMadeyskiBudgen16.COCOMO . KitchenhamMadeyskiBudgen16.DiffInDiffData . KitchenhamMadeyskiBudgen16.FINNISH . KitchenhamMadeyskiBudgen16.PolishData . KitchenhamMadeyskiBudgen16.PolishSubjects . KitchenhamMadeyskiBudgen16.SubjectData . LaplaceDist . Madeyski15EISEJ.OpenProjects . Madeyski15EISEJ.PropProjects . Madeyski15EISEJ.StudProjects . Madeyski15SQJ.NDC . MadeyskiKitchenham.EUBASdata . MadeyskiKitchenham.MetaAnalysis.PBRvsCBRorAR . MadeyskiLewowski.IndustryRelevantGitHubJavaProjects20190324 . MadeyskiLewowski.IndustryRelevantGitHubJavaProjects20191022 . MetaAnalysisSimulations . NP2GMetaAnalysisSimulation . NP4GMetaAnalysisSimulation . PHat.test . PHatonesidedTestStatistics . PHattwosidedTestStatistics . PrepareForMetaAnalysisGtoR . RandomExperimentSimulations . RandomizedBlockDesignEffectSizes . RandomizedBlocksAnalysis . RandomizedBlocksExperimentSimulations . RandomizedDesignEffectSizes . aggregateIndividualDocumentStatistics . boxplotAndDensityCurveOnHistogram . boxplotHV . calc.a . calc.b . calcCliffdConfidenceIntervals . calcCliffdTestStatistics . calcEffectSizeConfidenceIntervals . calcPHatConfidenceIntervals . calcPHatMATestStatistics . calculate2GBias . calculate2GType1Error . calculate4GBias . calculate4GType1Error . calculateBasicStatistics . calculateCliffd . calculateGroupSummaryStatistics . calculateHg . calculateKendalltaupb . calculateLargeSampleRandomizedBlockDesignEffectSizes . calculateLargeSampleRandomizedDesignEffectSizes . calculateMABias . calculateMAType1Error . calculateNullESAccuracy . calculatePhat . calculatePopulationStatistics . calculateSmallSampleSizeAdjustment . checkIfValidDummyVariable . constructEffectSizes . crossoverResidualAnalysis . densityCurveOnHistogram . doLM . effectSizeCI . fmt . getEffectSizesABBA . getEffectSizesABBAIgnoringPeriodEffect . getSimulationData . getTheoreticalEffectSizeVariancesABBA . metaanalyse.Cliffd . metaanalyse.PHat . metaanalyseSmallSampleSizeExperiments . percentageInaccuracyOfLargeSampleVarianceApproximation . plotOutcomesForIndividualsInEachSequenceGroup . printXTable . proportionOfSignificantTValuesUsingCorrectAnalysis . proportionOfSignificantTValuesUsingIncorrectAnalysis . rSimulations . readExcelSheet . reproduceForestPlotRandomEffects . reproduceMixedEffectsAnalysisWithEstimatedVarianceAndExperimentalDesignModerator . reproduceMixedEffectsAnalysisWithExperimentalDesignModerator . reproduceMixedEffectsForestPlotWithExperimentalDesignModerator . reproduceSimulationResultsBasedOn500Reps1000Obs . reproduceTableWithEffectSizesBasedOnMeanDifferences . reproduceTableWithPossibleModeratingFactors . reproduceTableWithSourceDataByCiolkowski . reproduceTablesOfPaperMetaAnalysisForFamiliesOfExperiments . searchForIndustryRelevantGitHubProjects . simulate2GExperimentData . simulate4GExperimentData . simulateRandomizedBlockDesignEffectSizes . simulateRandomizedDesignEffectSizes . testfunctionParameterChecks . transformHgtoR . transformHgtoZr . transformRtoHg . transformRtoZr . transformZrtoHg . transformZrtoHgapprox . transformZrtoR . varStandardizedEffectSize . 
Some associated R codes: MadeyskiKitchenhamMetaAnalysis.R . MetaAnalysisForFamiliesOfExperimentsSR.R . NPSimulation.R . data.R . github.R . rPaperData.R . rPaperFunctions.R . reproducer.R .  Full reproducer package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

pinp  
'pinp' is not 'PNAS'
A 'PNAS'-alike style for 'rmarkdown', derived from the 'Proceedings of the National Academy of Scie ...
Download / Learn more Package Citations See dependency  
neat  
Efficient Network Enrichment Analysis Test
Includes functions and examples to compute NEAT, the Network Enrichment Analysis Test described in ...
Download / Learn more Package Citations See dependency  
imagefx  
Extract Features from Images
Synthesize images into characteristic features for time-series analysis or machine learning applicat ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
roccv  
ROC for Cross Validation Results
Cross validate large genetic data while specifying clinical variables that should always be in the m ...
Download / Learn more Package Citations See dependency  
diffIRT  
Diffusion IRT Models for Response and Response Time Data
Package to fit diffusion-based IRT models to response and response time data. Models are fit using ...
Download / Learn more Package Citations See dependency  

26,264

R Packages

223,360

Dependencies

70,244

Author Associations

26,265

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA