Academic Cohort & Attire Independence Workbench

Statistical Monte Carlo simulator evaluating attire signaling vs baseline behavioral persistence

"As a 3x grad who never wore PJs or a bonnet to class... what other students wore did not keep me from learning." — Dr. Floww Empirical Hypothesis
Overall Graduation Rate
84.2%
Full N cohort 8-semester rate
Casual Attire Grad Rate
84.5%
Casual cohort graduation
Traditional Attire Grad Rate
83.8%
Formal attire cohort graduation
Chi-Square P-Value
0.782
Independence test p > 0.05

8-Semester Persistence Trajectory (Survival Curve)

Casual Attire Cohort
Traditional Attire Cohort
Cross-Tabulation Matrix
Cohort Group Graduated Dropped Total
Casual Attire 634 116 750
Traditional Attire 208 42 250
Total Cohort 842 158 1000
Statistical Independence Test
Hypothesis: Classroom attire is statistically independent of degree completion.
Chi-Square Statistic (χ²): 0.076
Degrees of Freedom (df): 1
p-value: 0.782
Empirical Verdict
Fail to Reject Null Hypothesis: Attire is statistically independent of academic completion.
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