Designed and analyzed a repeated measures experiment (RCBD) testing whether house music affects visual memory (Chimp Test) in UCSB undergraduates. Applied paired t-test, RCBD ANOVA in R. Found a statistically significant 1.5 level performance decrease under music (p < 0.001). Built with R, Quarto, ggplot2, and kableExtra.
data-science ggplot2 r statistics blocking statistical-analysis hypothesis-testing patchwork anova treatment-effects experimental-design paired-t-test quarto qmd kableextra randomized-blocks rcbd
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Updated
Apr 8, 2026