data rant 3: dont ignore within-group variability @datalabcc
data rant 3: dont ignore within-group variability  @datalabcc
Uploaded September 2023 | Updated September 2026, 4 hours ago
Overall means give an incomplete picture without knowing the variability within each group. You need to show that variability with something that isn't affected by sample size: boxplots, the interquartile range, or the standard deviation. Otherwise, you can give a misleading impression of uniformity when there is, in fact, substantial diversity.

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data rant 3: dont ignore within-group variabilityANCOVA — jamoviData analysis is a simplification: why good enough can be perfectMANCOVA — jamoviWWWF 10 – ANOVANavigating jamovi — jamoviRegression diagnostics — jamoviThe Durable Side of Data WorkStep 07: Explore DataStep 12: Interpret ModelThe jmv package for R — jamoviStep 06: Clean Data
Barton Poulson, PhD • datalab |

data rant 3: don't ignore within-group variability

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