Table 3.
Goodness-of-recovery η statistic for each model parameter, condition, and fitting procedure (η values for fitting procedure 2 are provided in parentheses).
DSTP | ||||||||
---|---|---|---|---|---|---|---|---|
| ||||||||
a | Ter | c | μta | μfl | μss | μrs2 | Σ(η) | |
N= 50 | 16.5(16.2) | 14.2(14.7) | 25.8(27.5) | 32(27.1) | 16.2(20.2) | 27.3(23.5) | 30.7(30.5) | 163(160) |
N= 100 | 14.2(15.3) | 12.3(14) | 24.8(28.1) | 31.4(26) | 15.2(14.5) | 22.1(21.2) | 30.2(27.9) | 150(147) |
N = 200 | 16.7(16.9) | 12.2(13) | 22.4(23.7) | 24.6(30.1) | 12.5(13.4) | 15.8(17.1) | 26(27.5) | 130(142) |
N = 500 | 14.6(16.1) | 12(14.8) | 24.2(22.3) | 27.8(27.5) | 10.5(11.4) | 17.5(16.6) | 30.5(29.8) | 137(139) |
N = 1000 | 12.6(12.9) | 10.9(11.6) | 21.5(23) | 26.1(29.2) | 10.5(12.2) | 17.4(16.4) | 27.5(26.1) | 127(131) |
N = 5000 | 12.5(13.9) | 11.8(11.9) | 21.4(20.6) | 24.5(27.5) | 10.3(11.6) | 15.4(14.9) | 24.9(27) | 121(127) |
|
||||||||
SSP | ||||||||
a | Ter | P | sda | rd | Σ(η) | |||
| ||||||||
N= 50 | 9.9(9.6) | 3.6(4.2) | 9.4(10.9) | 22.6(25.9) | 32.3(38.4) | 78(89) | ||
N= 100 | 6.9(8.5) | 2.8(3.3) | 6.8(7.2) | 21.3(21.7) | 33(30) | 71(71) | ||
N = 200 | 5.9(6.4) | 2.1(2.5) | 5.9(5.2) | 18.9(20.3) | 31.2(32.7) | 64(67) | ||
N = 500 | 3.7(4.5) | 1.5(1.8) | 3.3(3.4) | 18.1(19) | 29(30.1) | 56(58) | ||
N = 1000 | 3.2(3.3) | 1.(1.3) | 3.1(2.9) | 17.2(19.5) | 28.4(30.6) | 53(58) | ||
N = 5000 | 2.2 (1.8) | 0.7(0.7) | 1.8(1.3) | 17(20.8) | 28.1(34.1) | 50(59) | ||
|
||||||||
DMC | ||||||||
| ||||||||
a | Ter | μc | ζ | α | τ | Σ(η) | ||
| ||||||||
N= 50 | 16.3(17.1) | 6(6.8) | 10.3(9.3) | 22(22.9) | 22(24) | 22.7(27.2) | 99(107) | |
N= 100 | 12.5(14.2) | 4.1(4.9) | 8.3(7.1) | 22.9(21.6) | 23.3(22.5) | 26.2(27.3) | 97(98) | |
N = 200 | 12.1(10.5) | 4.5(3.4) | 6.5(5.2) | 19.5(14.9) | 20.2(16.4) | 23(17.8) | 86(68) | |
N = 500 | 7.7(8.1) | 2.6(2.9) | 4.3(4.3) | 13.2(14.7) | 16.2(16.8) | 21.8(22.6) | 66(69) | |
N = 1000 | 7.6(7) | 2.6(2.6) | 3.8(3.4) | 12.7(17.2) | 15.6(19.6) | 20.5(22.9) | 63(73) | |
N = 5000 | 6.4(6.7) | 2.4(2.5) | 2.6(3.2) | 12.3(12.5) | 15.8(17.2) | 19.2(19.9) | 59(62) |
Note. Σ(η) represents the sum of η values over all parameters of a model.