PASS: Figure 1 mean ratio: 10000; expected 10000
PASS: Figure 1 five percentile anchors: [Fraction(1, 1), Fraction(1, 1), Fraction(1, 1), Fraction(1, 1), Fraction(1, 1)]; expected [1, 1, 1, 1, 1]
PASS: Figure 1 event level (2 decimal places): 98.0098678121; expected 98.01
PASS: Figure 1 equivalent level: 75.0000000000; expected 75
PASS: Figure 2 k=1 bounds: (Fraction(3, 1), Fraction(7, 1)); expected (3, 7)
PASS: Figure 2 k=1 endpoints: (False, True); expected (False, True)
PASS: Figure 2 k=3 bounds: (Fraction(4, 1), Fraction(6, 1)); expected (4, 6)
PASS: Figure 2 k=3 endpoints: (False, True); expected (False, True)
PASS: Figure 2 k=7 bounds: (Fraction(9, 2), Fraction(11, 2)); expected (Fraction(9, 2), Fraction(11, 2))
PASS: Figure 2 k=7 endpoints: (False, True); expected (False, True)
PASS: Figure 3 alpha=0 package: (Fraction(1, 1), Fraction(5, 1)); expected (Fraction(1, 1), 5)
PASS: Figure 3 alpha=0 mean refinement: (Fraction(4, 1), Fraction(4, 1)); expected (Fraction(4, 1), 4)
PASS: Figure 3 alpha=0 attainment: (True, True); expected (True, True)
PASS: Figure 3 alpha=1/20 package: (Fraction(19, 20), Fraction(5, 1)); expected (Fraction(19, 20), 5)
PASS: Figure 3 alpha=1/20 mean refinement: (Fraction(71, 20), Fraction(4, 1)); expected (Fraction(71, 20), 4)
PASS: Figure 3 alpha=1/20 attainment: (True, True); expected (True, True)
PASS: Figure 3 alpha=1/4 package: (Fraction(3, 4), Fraction(5, 1)); expected (Fraction(3, 4), 5)
PASS: Figure 3 alpha=1/4 mean refinement: (Fraction(7, 4), Fraction(4, 1)); expected (Fraction(7, 4), 4)
PASS: Figure 3 alpha=1/4 attainment: (True, True); expected (True, True)
PASS: Figure 3 alpha=3/8 package: (Fraction(5, 8), Fraction(5, 1)); expected (Fraction(5, 8), 5)
PASS: Figure 3 alpha=3/8 mean refinement: (Fraction(5, 8), Fraction(4, 1)); expected (Fraction(5, 8), 4)
PASS: Figure 3 alpha=3/8 attainment: (True, True); expected (True, True)
PASS: Figure 3 alpha=1/2 package: (Fraction(1, 2), Fraction(5, 1)); expected (Fraction(1, 2), 5)
PASS: Figure 3 alpha=1/2 mean refinement: (Fraction(1, 2), Fraction(4, 1)); expected (Fraction(1, 2), 4)
PASS: Figure 3 alpha=1/2 attainment: (True, True); expected (True, True)
PASS: Figure 3 alpha=19/20 package: (Fraction(1, 20), Fraction(5, 1)); expected (Fraction(1, 20), 5)
PASS: Figure 3 alpha=19/20 mean refinement: (Fraction(1, 20), Fraction(4, 1)); expected (Fraction(1, 20), 4)
PASS: Figure 3 alpha=19/20 attainment: (True, True); expected (True, True)
PASS: Figure 3 alpha=1 package: (Fraction(0, 1), Fraction(5, 1)); expected (Fraction(0, 1), 5)
PASS: Figure 3 alpha=1 mean refinement: (Fraction(0, 1), Fraction(4, 1)); expected (Fraction(0, 1), 4)
PASS: Figure 3 alpha=1 attainment: (True, True); expected (True, True)
PASS: Figure 3 total witness mean and median: (Fraction(4, 1), Fraction(1, 1)); expected (4, 1)
PASS: Figure 3 background witness mean: 7/4; expected 7/4
PASS: Figure 3 alpha=.95 gap: 13.0102999566; expected 13.0103
PASS: Figure 3 alpha=.05 package gap: 0.2227639471; expected 0.2228
PASS: Equation 13 supremum: 0.4575749056; expected 0.4576
PASS: Figure 5 exact crossings p=1/20: [1, 2, 3, 4, 5, 6, 6, 7, 8, 9, 10]; expected [1, 2, 3, 4, 5, 6, 6, 7, 8, 9, 10]
PASS: Figure 5 exact crossings p=1/10: [1, 2, 3, 4, 4, 5, 6, 7, 8, 9, 9]; expected [1, 2, 3, 4, 4, 5, 6, 7, 8, 9, 9]
PASS: Figure 5 exact crossings p=1/4: [1, 2, 2, 3, 4, 5, 5, 6, 7, 7, 8]; expected [1, 2, 2, 3, 4, 5, 5, 6, 7, 7, 8]
PASS: Figure 5 exact crossings p=1/2: [1, 2, 2, 3, 3, 4, 4, 5, 5, 6, 6]; expected [1, 2, 2, 3, 3, 4, 4, 5, 5, 6, 6]
PASS: Binomial equality regression m=117: 59; expected 59
PASS: Binomial equality regression m=181: 91; expected 91
PASS: Figure 5 error m=2, p=.10: 3.0102999566; expected 3.0103
PASS: Figure 5 error m=3, p=.10: 1.7609125906; expected 1.7609
PASS: Figure 5 error m=4, p=.10: 1.2493873661; expected 1.2494
PASS: Figure 5 error m=5, p=.10: 0.9691001301; expected 0.9691
PASS: Figure 5 error m=6, p=.10: 1.7609125906; expected 1.7609
PASS: Figure 6a lower witness mean: 9/10; expected 9/10
PASS: Figure 6a lower witness anchor: 1; expected 1
PASS: Figure 6a lower combined quantile: 9/5; expected 9/5
PASS: Figure 6a upper witness mean: 9/10; expected 9/10
PASS: Figure 6a upper witness anchor: 1; expected 1
PASS: Figure 6a upper combined quantile: 2; expected 2
PASS: Figure 6a means-only marginal mean: 9/10; expected 9/10
PASS: Figure 6a means-only combined witness: 53/30; expected 53/30
PASS: Figure 6a lower level: 2.5527250510; expected 2.5527
PASS: Figure 6a upper level: 3.0102999566; expected 3.0103
PASS: Figure 6a means-only witness level: 2.4715461488; expected 2.4715
PASS: Figure 6b ceiling level: 1.6508853863; expected 1.6509
PASS: Figure 6b strict activity condition: True; expected True
PASS: Figure 6b zero activity defect: 0; expected 0
PASS: Figure 6b witness amplitude=7/5: (Fraction(1, 1), Fraction(7, 5)); expected (1, Fraction(7, 5))
PASS: Figure 6b witness amplitude=10: (Fraction(1, 1), Fraction(0, 1)); expected (1, Fraction(0, 1))
PASS: Reject deliberately incorrect four-decimal value: False; expected False
PASS: Reject infeasible mean: True; expected True
PASS: Fixed-mean endpoint inclusion M=2: False; expected False
PASS: Fixed-mean endpoint inclusion M=9/4: True; expected True
67 checks.

