KitchenhamEtAl.CorrelationsAmongParticipants.Abrahao13TSE
KitchenhamEtAl.CorrelationsAmongParticipants.Abrahao13TSE data
ExtractSummaryStatisticsRandomizedExp
ExtractSummaryStatisticsRandomizedExp
KitchenhamEtAl.CorrelationsAmongParticipants.Romano18ESEM
KitchenhamEtAl.CorrelationsAmongParticipants.Romano18ESEM data
KitchenhamEtAl.CorrelationsAmongParticipants.Reggio15SSM
KitchenhamEtAl.CorrelationsAmongParticipants.Reggio15SSM data
ExtractMAStatistics
KitchenhamEtAl.CorrelationsAmongParticipants.Ricca10TSE
KitchenhamEtAl.CorrelationsAmongParticipants.Ricca10TSE data
KitchenhamEtAl.CorrelationsAmongParticipants.Ricca14TOSEM
KitchenhamEtAl.CorrelationsAmongParticipants.Ricca14TOSEM data
KitchenhamEtAl.CorrelationsAmongParticipants.Scanniello14EASE
KitchenhamEtAl.CorrelationsAmongParticipants.Scanniello14EASE data
KitchenhamEtAl.CorrelationsAmongParticipants.Madeyski10
KitchenhamEtAl.CorrelationsAmongParticipants.Madeyski10 data
KitchenhamEtAl.CorrelationsAmongParticipants.Gravino15JVLC
KitchenhamEtAl.CorrelationsAmongParticipants.Gravino15JVLC data
KitchenhamEtAl.CorrelationsAmongParticipants.Scanniello14JVLC
KitchenhamEtAl.CorrelationsAmongParticipants.Scanniello14JVLC data
KitchenhamEtAl.CorrelationsAmongParticipants.Torchiano17JVLC
KitchenhamEtAl.CorrelationsAmongParticipants.Torchiano17JVLC data
KitchenhamMadeyskiBrereton.ExpData
KitchenhamMadeyskiBrereton.ExpData data
KitchenhamEtAl.CorrelationsAmongParticipants.Scanniello14TOSEM
KitchenhamEtAl.CorrelationsAmongParticipants.Scanniello14TOSEM data
KitchenhamMadeyski.SimulatedCrossoverDataSets
KitchenhamMadeyski.SimulatedCrossoverDataSets data
KitchenhamMadeyskiBrereton.DocData
KitchenhamMadeyskiBrereton.DocData data
KitchenhamMadeyskiBrereton.ABBAMetaAnalysisReportedResults
KitchenhamMadeyskiBrereton.ABBAMetaAnalysisReportedResults data
KitchenhamEtAl.CorrelationsAmongParticipants.Scanniello17TOSEM
KitchenhamEtAl.CorrelationsAmongParticipants.Scanniello17TOSEM data
KitchenhamEtAl.CorrelationsAmongParticipants.Scanniello15EMSE
KitchenhamEtAl.CorrelationsAmongParticipants.Scanniello15EMSE data
KitchenhamMadeyskiBrereton.ABBAReportedEffectSizes
KitchenhamMadeyskiBrereton.ABBAReportedEffectSizes data
KitchenhamMadeyskiBrereton.ReportedEffectSizes
KitchenhamMadeyskiBrereton.ReportedEffectSizes data
LaplaceDist
KitchenhamMadeyskiBudgen16.SubjectData
KitchenhamMadeyskiBudgen16.SubjectData
KitchenhamMadeyskiBrereton.MetaAnalysisReportedResults
KitchenhamMadeyskiBrereton.MetaAnalysisReportedResults data
Madeyski15EISEJ.OpenProjects
Madeyski15EISEJ.OpenProjects data
KitchenhamMadeyskiBudgen16.FINNISH
KitchenhamMadeyskiBudgen16.FINNISH data
KitchenhamMadeyskiBudgen16.PolishSubjects
KitchenhamMadeyskiBudgen16.PolishSubjects data
KitchenhamMadeyskiBudgen16.DiffInDiffData
KitchenhamMadeyskiBudgen16.DiffInDiffData data
KitchenhamMadeyskiBudgen16.PolishData
KitchenhamMadeyskiBudgen16.PolishData data
KitchenhamMadeyskiBudgen16.COCOMO
KitchenhamMadeyskiBudgen16.COCOMO data
NP2GMetaAnalysisSimulation
NP2GMetaAnalysisSimulation
MadeyskiKitchenham.EUBASdata
MadeyskiKitchenham.EUBASdata data
Madeyski15EISEJ.StudProjects
Madeyski15EISEJ.StudProjects data
MadeyskiKitchenham.MetaAnalysis.PBRvsCBRorAR
MadeyskiKitchenham.MetaAnalysis.PBRvsCBRorAR data
NP4GMetaAnalysisSimulation
NP4GMetaAnalysisSimulation
MetaAnalysisSimulations
Madeyski15EISEJ.PropProjects
Madeyski15EISEJ.PropProjects data
MadeyskiLewowski.IndustryRelevantGitHubJavaProjects20191022
MadeyskiLewowski.IndustryRelevantGitHubJavaProjects20191022 data
MadeyskiLewowski.IndustryRelevantGitHubJavaProjects20190324
MadeyskiLewowski.IndustryRelevantGitHubJavaProjects20190324 data
Madeyski15SQJ.NDC data
PHat.test
RandomizedDesignEffectSizes
RandomizedDesignEffectSizes
PHatonesidedTestStatistics
PHatonesidedTestStatistics
RandomizedBlocksAnalysis
RandomExperimentSimulations
RandomExperimentSimulations
RandomizedBlockDesignEffectSizes
RandomizedBlockDesignEffectSizes
PrepareForMetaAnalysisGtoR
PrepareForMetaAnalysisGtoR
PHattwosidedTestStatistics
PHattwosidedTestStatistics
aggregateIndividualDocumentStatistics
aggregateIndividualDocumentStatistics
RandomizedBlocksExperimentSimulations
title RandomizedBlocksExperimentSimulations
description This function performs multiple simulations of 4 group balanced randomised Block experiments with two control groups and two treatment groups where one control group and one treatment group are assigned to block 1 and the other control group and treatment group are assigned to block 2. The simulations are based on one of four distributions and a specific group size. The function identifies the average value of the non-parametric effect sizes P-hat, Cliff' d and their variances and whether ot not the statistics were significant at the 0.05 level. We also present the values of the t-test as a comparison.
calcEffectSizeConfidenceIntervals
calcEffectSizeConfidenceIntervals
calc.b
calcPHatConfidenceIntervals
calcPHatConfidenceIntervals
calculate2GBias
calcCliffdConfidenceIntervals
calcCliffdConfidenceIntervals
boxplotAndDensityCurveOnHistogram
boxplotAndDensityCurveOnHistogram
calc.a
calcPHatMATestStatistics
calcCliffdTestStatistics
boxplotHV
calculateLargeSampleRandomizedBlockDesignEffectSizes
calculateLargeSampleRandomizedBlockDesignEffectSizes
calculateLargeSampleRandomizedDesignEffectSizes
calculateLargeSampleRandomizedDesignEffectSizes
calculate4GBias
calculateCliffd
calculateGroupSummaryStatistics
calculateGroupSummaryStatistics
calculate4GType1Error
@title calculateKendalltaupb
@description Computes point bi-serial version of Kendall's tau plus a 1-alpha confidence interval using the method recommended by Long and Cliff (1997). The algorithm is based on Wilcox's code but was extended to return the consistent variance and the confidence intervals based on the t-distribution. Also added a Diagnostic parameter to output internal calculations.
calculate2GType1Error
calculateBasicStatistics
calculateHg
constructEffectSizes
checkIfValidDummyVariable
checkIfValidDummyVariable
calculatePopulationStatistics
calculatePopulationStatistics
calculatePhat
calculateSmallSampleSizeAdjustment
calculateSmallSampleSizeAdjustment
calculateNullESAccuracy
densityCurveOnHistogram
calculateMABias
calculateMAType1Error
crossoverResidualAnalysis
crossoverResidualAnalysis
getEffectSizesABBAIgnoringPeriodEffect
getEffectSizesABBAIgnoringPeriodEffect
fmt
doLM
getTheoreticalEffectSizeVariancesABBA
getTheoreticalEffectSizeVariancesABBA
metaanalyseSmallSampleSizeExperiments
metaanalyseSmallSampleSizeExperiments
metaanalyse.PHat
getSimulationData
metaanalyse.Cliffd
getEffectSizesABBA
effectSizeCI
reproduceMixedEffectsAnalysisWithExperimentalDesignModerator
reproduceMixedEffectsAnalysisWithExperimentalDesignModerator()
plotOutcomesForIndividualsInEachSequenceGroup
plotOutcomesForIndividualsInEachSequenceGroup
rSimulations
reproduceForestPlotRandomEffects
reproduceForestPlotRandomEffects()
reproduceMixedEffectsAnalysisWithEstimatedVarianceAndExperimentalDesignModerator
reproduceMixedEffectsAnalysisWithEstimatedVarianceAndExperimentalDesignModerator()
readExcelSheet
percentageInaccuracyOfLargeSampleVarianceApproximation
percentageInaccuracyOfLargeSampleVarianceApproximation
printXTable
proportionOfSignificantTValuesUsingIncorrectAnalysis
proportionOfSignificantTValuesUsingIncorrectAnalysis
proportionOfSignificantTValuesUsingCorrectAnalysis
proportionOfSignificantTValuesUsingCorrectAnalysis
simulateRandomizedBlockDesignEffectSizes
simulateRandomizedBlockDesignEffectSizes
reproduceTablesOfPaperMetaAnalysisForFamiliesOfExperiments
reproduceTablesOfPaperMetaAnalysisForFamiliesOfExperiments
reproduceTableWithSourceDataByCiolkowski
reproduceTableWithSourceDataByCiolkowski
reproduceSimulationResultsBasedOn500Reps1000Obs
reproduceSimulationResultsBasedOn500Reps1000Obs
reproduceTableWithEffectSizesBasedOnMeanDifferences
reproduceTableWithEffectSizesBasedOnMeanDifferences()
reproduceTableWithPossibleModeratingFactors
reproduceTableWithPossibleModeratingFactors()
simulate4GExperimentData
reproduceMixedEffectsForestPlotWithExperimentalDesignModerator
reproduceMixedEffectsForestPlotWithExperimentalDesignModerator()
testfunctionParameterChecks
testfunctionParameterChecks
transformZrtoR
transformRtoHg
simulateRandomizedDesignEffectSizes
simulateRandomizedDesignEffectSizes
transformZrtoHgapprox
simulate2GExperimentData
searchForIndustryRelevantGitHubProjects
searchForIndustryRelevantGitHubProjects
transformZrtoHg
transformHgtoZr
varStandardizedEffectSize
varStandardizedEffectSize
transformHgtoR
transformRtoZr
ExtractExperimentData
CatchError
Calc4GroupNPStats
AnalyseResiduals
ExtractGroupSizeData
CalculateLevel2ExperimentRData
CalculateLevel2ExperimentRData
Cliffd.test
CalculateRLevel1
ConstructLevel1ExperimentRData
ConstructLevel1ExperimentRData
Ciolkowski09ESEM.MetaAnalysis.PBRvsCBRorAR
Ciolkowski09ESEM.MetaAnalysis.PBRvsCBRorAR data