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The Type I error of the Kenward-Roger (KR) F-test was assessed through a simulation study for a between-by within-subjects split-plot design with non-normal ignorable missing data. The KR-test for the between-and within-subjects main effect was robust under all simulation variables investigated and when the data were missing completely at random (MCAR). This continued to hold for the between-subjects main effect when data were missing at random (MAR). For the interaction, the KR F-testdoi:10.22237/jmasm/1225512180 fatcat:szefixsbfrhqjcwbp262xxhexm