Table 1. Results of fitting the normalized intensities using five probability models.
Odds | Measure | PMM | tGMM | GMM | GaMM | EGMM |
---|---|---|---|---|---|---|
1 | MSE1 | 41.34 | 30.35 | 28.29 | 33.85 | 15.63 |
(15.03) | (19.65) | (15.21) | (15.92) | (9.64) | ||
LL | −285.42 | −324.10 | −322.91 | −320.51 | −371.78 | |
(41.38) | (41.27) | (41.66) | (41.24) | (46.43) | ||
AIC | −277.42 | −313.76 | −312.57 | −308.51 | −358.92 | |
(40.89) | (40.81) | (41.21) | (40.43) | (46.01) | ||
BIC | −116.04 | −112.24 | −111.05 | −61.99 | −110.92 | |
(18.08) | (17.01) | (17.42) | (18.07) | (20.20) | ||
10 | MSE | 38.34 | 2.72 | 6.41 | 7.39 | 5.54 |
(10.52) | (0.64) | (1.95) | (2.52) | (2.00) | ||
LL | −255.80 | −310.07 | −305.90 | −301.83 | −336.24 | |
(39.72) | (39.88) | (40.63) | (39.57) | (44.09) | ||
AIC | −248.98 | −300.51 | −296.34 | −292.05 | −324.98 | |
(39.28) | (39.36) | (40.11) | (38.91) | (43.67) | ||
BIC | −119.43 | −119.40 | −115.23 | −101.50 | −121.72 | |
(18.77) | (15.84) | (16.56) | (17.26) | (17.19) | ||
100 | MSE | 53.75 | 11.94 | 19.25 | 21.05 | 18.03 |
(13.52) | (7.73) | (9.70) | (10.54) | (9.77) | ||
LL | −223.97 | −279.79 | −277.68 | −272.47 | −313.56 | |
(36.80) | (39.20) | (39.85) | (37.51) | (44.15) | ||
AIC | −218.05 | −271.12 | −269.01 | −263.58 | −302.60 | |
(36.46) | (38.63) | (39.30) | (36.92) | (43.48) | ||
BIC | −113.46 | −113.01 | −112.45 | −101.47 | −107.04 | |
(18.06) | (16.28) | (15.65) | (14.15) | (15.20) |
The values in parentheses are empirical standard errors.