Interpret differences in shape, center, spread, and outliers in context.
Interpret overlap between two distributions
Problem
For box A with \(Q_{1}=10\), median \(14\), and \(Q_{3}=18\) and box B with \(Q_{1}=14\), median \(18\), and \(Q_{3}=22\), calculate \(\text{both}~\text{IQRs}\), the box intersection and overlap fraction, and the median difference. State the supported comparison and identify claims the summaries do not support.
Overlap and center describe different features of two distributions, so measure them separately. Treat each box as an interval, find the common segment and compare it with each box width, then compare the medians; substantial overlap prevents claims of complete separation, while equal widths do not imply identical distributions.
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