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reproducer
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]
[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
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
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
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