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This document presents a case study on the Olympic heptathlon data from the 1988 Seoul Olympics, focusing on Principal Component Analysis (PCA) to analyze the performance of 25 competitors. It details the transformation of event scores for consistency, correlation between variables, and the PCA results, highlighting the significance of the first two components in explaining the variability in performance. The analysis concludes that PCA1 reflects general athletic ability while PCA2 pertains to javelin throw

Author

Noel Paulino

Language

EN