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Many hypothesize that a cat's body weight directly influences its heart size. To quantify this relationship and examine potential moderating factors, I analyzed the cats dataset from the MASS package in R. This dataset records body weight (Bwt, kg), heart weight (Hwt, g), and sex (Sex) for 144 domestic cats, providing a robust sample for statistical exploration.