Sample results of simulation for different standardisation methods
| Case 1 | Case 2 | Case 3 | |||||||
|---|---|---|---|---|---|---|---|---|---|
| st_1 | st_2 | st_3 | st_1 | st_2 | st_3 | st_1 | st_2 | st_3 | |
| 1 | 0.5976 | 0.7919 | 0.8022 | 0.5087 | 0.5221 | 0.5373 | 0.5308 | 0.5218 | 0.5417 |
| 2 | 0.7286 | 0.8435 | 0.8526 | 0.5627 | 0.5506 | 0.5824 | 0.5307 | 0.5214 | 0.5429 |
| 3 | 0.7192 | 0.8301 | 0.8395 | 0.5587 | 0.5487 | 0.5799 | 0.6261 | 0.7316 | 0.6791 |
| 4 | 0.5243 | 0.5333 | 0.5575 | 0.9253 | 0.9024 | 0.9634 | 0.5429 | 0.5436 | 0.5762 |
| 5 | 0.6062 | 0.6733 | 0.7000 | 0.8485 | 0.7885 | 0.8109 | 0.5309 | 0.6645 | 0.6817 |
| … | |||||||||
| 9,996 | 0.7914 | 0.7273 | 0.7434 | 0.9421 | 0.9238 | 0.9401 | 0.5712 | 0.5462 | 0.5833 |
| 9,997 | 0.7611 | 0.6836 | 0.6989 | 0.5227 | 0.5346 | 0.5508 | 0.5044 | 0.5276 | 0.5422 |
| 9,998 | 0.5413 | 0.5447 | 0.5758 | 0.8733 | 0.8304 | 0.9527 | 0.5177 | 0.5411 | 0.5731 |
| 9,999 | 0.5127 | 0.5271 | 0.5472 | 0.5083 | 0.5250 | 0.5367 | 0.6135 | 0.5899 | 0.6157 |
| 10,000 | 0.7556 | 0.6796 | 0.6947 | 0.8069 | 0.7389 | 0.7610 | 0.5996 | 0.5776 | 0.6197 |
| Case 1 | Case 2 | Case 3 | |||||||
|---|---|---|---|---|---|---|---|---|---|
| st_1 | st_2 | st_3 | st_1 | st_2 | st_3 | st_1 | st_2 | st_3 | |
| 1 | 0.5976 | 0.7919 | 0.8022 | 0.5087 | 0.5221 | 0.5373 | 0.5308 | 0.5218 | 0.5417 |
| 2 | 0.7286 | 0.8435 | 0.8526 | 0.5627 | 0.5506 | 0.5824 | 0.5307 | 0.5214 | 0.5429 |
| 3 | 0.7192 | 0.8301 | 0.8395 | 0.5587 | 0.5487 | 0.5799 | 0.6261 | 0.7316 | 0.6791 |
| 4 | 0.5243 | 0.5333 | 0.5575 | 0.9253 | 0.9024 | 0.9634 | 0.5429 | 0.5436 | 0.5762 |
| 5 | 0.6062 | 0.6733 | 0.7000 | 0.8485 | 0.7885 | 0.8109 | 0.5309 | 0.6645 | 0.6817 |
| … | |||||||||
| 9,996 | 0.7914 | 0.7273 | 0.7434 | 0.9421 | 0.9238 | 0.9401 | 0.5712 | 0.5462 | 0.5833 |
| 9,997 | 0.7611 | 0.6836 | 0.6989 | 0.5227 | 0.5346 | 0.5508 | 0.5044 | 0.5276 | 0.5422 |
| 9,998 | 0.5413 | 0.5447 | 0.5758 | 0.8733 | 0.8304 | 0.9527 | 0.5177 | 0.5411 | 0.5731 |
| 9,999 | 0.5127 | 0.5271 | 0.5472 | 0.5083 | 0.5250 | 0.5367 | 0.6135 | 0.5899 | 0.6157 |
| 10,000 | 0.7556 | 0.6796 | 0.6947 | 0.8069 | 0.7389 | 0.7610 | 0.5996 | 0.5776 | 0.6197 |
Source(s): Own elaboration
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