No. of trials | Performance measure | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | Model 6 | Model 7 |
---|---|---|---|---|---|---|---|---|
6 | Empirical SE | 0.09147 (0.00145) | 0.09595 (0.00152) | 0.10311 (0.00163) | 0.09148 (0.00145) | 0.09621 (0.00152) | 0.10311 (0.00163) | 1.87636 (0.02968) |
Model SE | 0.09125 (0.01059) | 0.09486 (0.01456) | 0.09568 (0.01640) | 0.09125 (0.01059) | 0.09528 (0.01454) | 0.09568 (0.01640) | 1.81917 (177.01665) | |
Relative error in model SE | −0.24168 (1.72411) | −1.13917 (1.77644) | −7.20306 (1.70537) | − 0.24417 (1.72406) | − 0.97397 (1.77358) | −7.20303 (1.70537) | −3.04755 (2.09350) | |
10 | Empirical SE | 0.07081 (0.00112) | 0.07410 (0.00117) | 0.08183 (0.00129) | 0.07081 (0.00112) | 0.07410 (0.00117) | 0.08183 (0.00129) | 1.22368 (0.01935) |
Model SE | 0.07072 (0.00378) | 0.07411 (0.00540) | 0.07776 (0.00676) | 0.07072 (0.00378) | 0.07412 (0.00534) | 0.07776 (0.00676) | 1.23611 (36.09575) | |
Relative error in model SE | −0.13873 (1.66686) | 0.00346 (1.71505) | −4.96244 (1.65106) | −0.13683 (1.66689) | 0.03390 (1.71257) | −4.96244 (1.65106) | 1.01558 (1.86656) | |
16 | Empirical SE | 0.05543 (0.00088) | 0.05794 (0.00092) | 0.06588 (0.00104) | 0.05543 (0.00088) | 0.05800 (0.00092) | 0.06588 (0.00104) | 0.93050 (0.01472) |
Model SE | 0.05606 (0.00144) | 0.05883 (0.00200) | 0.06377 (0.00321) | 0.05606 (0.00144) | 0.05867 (0.00196) | 0.06377 (0.00321) | 0.92118 (10.53523) | |
Relative error in model SE | 1.13187 (1.65210) | 1.53029 (1.68156) | −3.21023 (1.64405) | 1.13079 (1.65209) | 1.15699 (1.67359) | −3.21024 (1.64405) | −1.00201 (1.70189) | |
20 | Empirical SE | 0.05012 (0.00079) | 0.05259 (0.00083) | 0.05887 (0.00093) | 0.05012 (0.00079) | 0.05253 (0.00083) | 0.05887 (0.00093) | 0.81872 (0.01295) |
Model SE | 0.05005 (0.00089) | 0.05253 (0.00128) | 0.05719 (0.00207) | 0.05005 (0.00089) | 0.05253 (0.00130) | 0.05719 (0.00207) | 0.80839 (6.13561) | |
Relative error in model SE | −0.14153 (1.61861) | −0.10115 (1.64049) | −2.86836 (1.62743) | −0.14211 (1.61860) | 0.00514 (1.64349) | −2.86838 (1.62743) | −1.26192 (1.66352) | |
26 | Empirical SE | 0.04289 (0.00068) | 0.04523 (0.00072) | 0.05107 (0.00081) | 0.04289 (0.00068) | 0.04517 (0.00071) | 0.05107 (0.00081) | 0.67892 (0.01074) |
Model SE | 0.04404 (0.00054) | 0.04615 (0.00074) | 0.05064 (0.00127) | 0.04404 (0.00054) | 0.04612 (0.00074) | 0.05064 (0.00127) | 0.69302 (3.18236) | |
Relative error in model SE | 2.69132 (1.65593) | 2.02827 (1.65925) | −0.83126 (1.64152) | 2.69167 (1.65594) | 2.10172 (1.65950) | −0.83126 (1.64152) | 2.07716 (1.68652) | |
30 | Empirical SE | 0.04099 (0.00065) | 0.04331 (0.00068) | 0.04889 (0.00077) | 0.04099 (0.00065) | 0.04323 (0.00068) | 0.04889 (0.00077) | 0.62743 (0.00992) |
Model SE | 0.04073 (0.00040) | 0.04282 (0.00058) | 0.04681 (0.00092) | 0.04073 (0.00040) | 0.04278 (0.00058) | 0.04681 (0.00092) | 0.63396 (2.30260) | |
Relative error in model SE | −0.63932 (1.59872) | −1.13154 (1.60574) | −4.27073 (1.57354) | −0.64006 (1.59871) | −1.03999 (1.60736) | −4.27072 (1.57354) | 1.03939 (1.66192) | |
40 | Empirical SE | 0.03480 (0.00055) | 0.03687 (0.00058) | 0.04180 (0.00066) | 0.03480 (0.00055) | 0.03685 (0.00058) | 0.04180 (0.00066) | 0.55085 (0.00871) |
Model SE | 0.03545 (0.00022) | 0.03722 (0.00034) | 0.04099 (0.00053) | 0.03545 (0.00022) | 0.03719 (0.00034) | 0.04099 (0.00053) | 0.54445 (1.23398) | |
Relative error in model SE | 1.87182 (1.63128) | 0.94769 (1.63044) | −1.92503 (1.59642) | 1.87298 (1.63130) | 0.93484 (1.62997) | −1.92503 (1.59642) | −1.16099 (1.60819) | |
50 | Empirical SE | 0.03198 (0.00051) | 0.03364 (0.00053) | 0.03806 (0.00060) | 0.03198 (0.00051) | 0.03368 (0.00053) | 0.03806 (0.00060) | 0.48328 (0.00764) |
Model SE | 0.03165 (0.00014) | 0.03338 (0.00021) | 0.03673 (0.00034) | 0.03165 (0.00014) | 0.03337 (0.00021) | 0.03673 (0.00034) | 0.48219 (0.75386) | |
Relative error in model SE | −1.03205 (1.58095) | −0.79436 (1.59442) | −3.48739 (1.56226) | −1.03213 (1.58094) | −0.91692 (1.59272) | −3.48739 (1.56226) | − 0.22640 (1.61322) |