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| Test Data:1100100100001111110110101010001000100001011010001100001000110100110001001100011001100010100010111000 | ||
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| Type of Test P-Value Conclusion | ||
| 01. Frequency Test (Monobit) 0.109598583399 Random | ||
| 02. Frequency Test within a Block 0.109598583399 Random | ||
| 03. Run Test 0.500797917887 Random | ||
| 04. Longest Run of Ones in a Block 0.0 Non-Random | ||
| 05. Binary Matrix Rank Test -1.0 Non-Random | ||
| 06. Discrete Fourier Transform (Spectral) Test 0.646355195539 Random | ||
| 07. Non-Overlapping Template Matching Test 0.999999999443 Random | ||
| 08. Overlapping Template Matching Test nan Non-Random | ||
| 09. Maurer's Universal Statistical test -1.0 Non-Random | ||
| 10. Linear Complexity Test -1.0 Non-Random | ||
| 11. Serial test: | ||
| 0.498961087459 Random | ||
| 0.498530755297 Random | ||
| 12. Approximate Entropy Test 1.0 Random | ||
| 13. Cummulative Sums (Forward) Test 0.219194786814 Random | ||
| 14. Cummulative Sums (Reverse) Test 0.114866221293 Random | ||
| 15. Random Excursions Test: | ||
| State Chi Squared P-Value Conclusion | ||
| -4 8.17415362647 0.146895259998 Random | ||
| -3 10.8628571429 0.0541679551199 Random | ||
| -2 9.95238095238 0.0765958095212 Random | ||
| -1 2.71428571429 0.743932648724 Random | ||
| +1 1.28571428571 0.936394780791 Random | ||
| +2 1.85361552028 0.869006618022 Random | ||
| +3 8.05828571429 0.153052506984 Random | ||
| +4 1.0 0.962565773247 Random | ||
| 16. Random Excursions Variant Test: | ||
| State COUNTS P-Value Conclusion | ||
| -9.0 6 0.948317020766 Random | ||
| -8.0 5 0.890230054943 Random | ||
| -7.0 2 0.710917113389 Random | ||
| -6.0 2 0.687013344233 Random | ||
| -5.0 5 0.858586201337 Random | ||
| -4.0 7 1.0 Random | ||
| -3.0 5 0.811070129334 Random | ||
| -2.0 4 0.643428843564 Random | ||
| -1.0 5 0.592980098017 Random | ||
| +1.0 7 1.0 Random | ||
| +2.0 7 1.0 Random | ||
| +3.0 4 0.719917853194 Random |
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| Test Data File:/Users/stevenkhoang/PycharmProjects/Randomness_Testing/data/data.e | ||
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| Type of Test P-Value Conclusion | ||
| 01. Frequency Test (Monobit) 0.953748628528 Random | ||
| 02. Frequency Test within a Block 0.211071543702 Random | ||
| 03. Run Test 0.56191688503 Random | ||
| 04. Longest Run of Ones in a Block 0.718945329899 Random | ||
| 05. Binary Matrix Rank Test 0.3061558375306767 Random | ||
| 06. Discrete Fourier Transform (Spectral) Test 0.847186705069 Random | ||
| 07. Non-Overlapping Template Matching Test 0.0787901326767 Random | ||
| 08. Overlapping Template Matching Test 0.110433685414 Random | ||
| 09. Maurer's Universal Statistical test 0.282567947826 Random | ||
| 10. Linear Complexity Test 0.826334770404 Random | ||
| 11. Serial test: | ||
| 0.766181646833 Random | ||
| 0.462921324096 Random | ||
| 12. Approximate Entropy Test 0.700073388115 Random | ||
| 13. Cummulative Sums (Forward) Test 0.669886464168 Random | ||
| 14. Cummulative Sums (Reverse) Test 0.72426530997 Random | ||
| 15. Random Excursions Test: | ||
| State Chi Squared P-Value Conclusion | ||
| -4 3.83569821299 0.573305694995 Random | ||
| -3 7.31870711409 0.197996020218 Random | ||
| -2 7.86192725164 0.164011049379 Random | ||
| -1 15.6926174497 0.00777872309647 Non-Random | ||
| +1 2.43087248322 0.786867905178 Random | ||
| +2 4.79890628884 0.440911736646 Random | ||
| +3 2.35704053691 0.797853971688 Random | ||
| +4 2.4887672642 0.778185785232 Random | ||
| 16. Random Excursions Variant Test: | ||
| State COUNTS P-Value Conclusion | ||
| -9.0 1450 0.858945739825 Random | ||
| -8.0 1435 0.794754956255 Random | ||
| -7.0 1380 0.576248618468 Random | ||
| -6.0 1366 0.493416934086 Random | ||
| -5.0 1412 0.633872669141 Random | ||
| -4.0 1475 0.917283147792 Random | ||
| -3.0 1480 0.934707791835 Random | ||
| -2.0 1468 0.816012036618 Random | ||
| -1.0 1502 0.826009012833 Random | ||
| +1.0 1409 0.137860608909 Random | ||
| +2.0 1369 0.200641913855 Random | ||
| +3.0 1396 0.441253622156 Random | ||
| +4.0 1479 0.939290606068 Random | ||
| +5.0 1599 0.505682682169 Random | ||
| +6.0 1628 0.44593471065 Random | ||
| +7.0 1619 0.512206885616 Random | ||
| +8.0 1620 0.538634697777 Random | ||
| +9.0 1610 0.593930395822 Random |
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