Table 3. Entropy values and ratios of IMFs obtained from first and second decomposition for the S&P500.
| (A) First decomposition | (B) Second decomposition | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ApEn | SampEn | ApEn ratio | SampEn ratio | ApEn | SampEn | ApEn ratio | SampEn ratio | ||
| IMF1(1) | 0.2035 | 4.3820 | 9.9552 | 31.9381 | IMF1(2) | 0.4619 | 3.3763 | 17.0960 | 38.6948 |
| IMF2(1) | 0.2161 | 4.4567 | 10.5730 | 32.4821 | IMF2(2) | 0.4676 | 2.7142 | 17.3073 | 31.1064 |
| IMF3(1) | 0.4251 | 2.1043 | 20.7939 | 15.3370 | IMF3(2) | 0.5578 | 1.4665 | 20.6438 | 16.8069 |
| IMF4(1) | 0.3518 | 1.0292 | 17.2095 | 7.5015 | IMF4(2) | 0.5956 | 0.6657 | 22.0416 | 7.6292 |
| IMF5(1) | 0.2572 | 0.6898 | 12.5807 | 5.0279 | IMF5(2) | 0.4655 | 0.3486 | 17.2281 | 3.9949 |
| IMF6(1) | 0.2077 | 0.5092 | 10.1626 | 3.7116 | IMF6(2) | 0.1164 | 0.1182 | 4.3076 | 1.3542 |
| IMF7(1) | 0.2915 | 0.3453 | 14.2621 | 2.5168 | IMF7(2) | 0.0277 | 0.0259 | 1.0267 | 0.2964 |
| IMF8(1) | 0.0896 | 0.1818 | 4.3813 | 1.3249 | IMF8(2) | 0.0068 | 0.0071 | 0.2498 | 0.0811 |
| IMF9(1) | 0.0017 | 0.0220 | 0.0817 | 0.1601 | IMF9(2) | 0.0027 | 0.0032 | 0.0992 | 0.0361 |