Testing the Unseen: Hypothesis Testing in Non-Parametric Settings
Students frequently conflate the Kolmogorov-Smirnov test with the Chi-Square goodness-of-fit. Crucially, operates on the cumulative distribution, preserving the order of observations, whereas Chi-Square discards order by binning data into categorical frequency counts, losing significant power.
Institutional Reference: Applied Statistics
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