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paired-t-test

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Predicting the Contraceptive Method Choice of a Woman Based on Demographic and Socio-economic Characteristics - The objective of this study is to to predict the contraceptive methods (no use, long-term methods, or short-term methods) of a woman based on her demographic and socio-economic characteristics. A data-set of 1473 married women with the…

  • Updated May 12, 2021
  • Jupyter Notebook

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.

  • Updated Apr 8, 2026

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