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Many nonnormalities, one simulation: Do different data generation algorithms affect study results?

Amanda J. Fairchild, Yunhang Yin, Amanda N. Baraldi, Oscar L. Olvera Astivia, Dexin Shi

2024Behavior Research Methods10 citationsDOIOpen Access PDF

Topics & Concepts

Generalizability theoryComputer scienceReplication (statistics)Robustness (evolution)Extant taxonMultivariate statisticsStatisticsAlgorithmMonte Carlo methodData miningMachine learningMathematicsChemistryEvolutionary biologyGeneBiochemistryBiologyAdvanced Statistical Modeling TechniquesPsychometric Methodologies and TestingMental Health Research Topics
Many nonnormalities, one simulation: Do different data generation algorithms affect study results? | Litcius