| |
Simulated data |
Model 3a |
CV 3 |
Model 4a |
CV 4 |
Model 5 |
CV 5 |
Model 6 |
CV 6 |
| # of SV |
3 |
2 |
3 |
32 |
32 |
3 |
3 |
3 |
3 |
| log L |
|
-720.31 |
|
-882.16 |
|
-570.07 |
|
-567.24 |
|
| # params |
|
7 |
|
37 |
|
8 |
|
8 |
|
| AIC |
|
1454.61 |
|
|
|
|
|
1150.47 |
|
| BIC |
|
1477.7 |
|
|
|
|
|
1176.86 |
|
| RSS |
|
|
815.75 |
|
1396.51 |
|
932.92 |
|
796.93 |
| µ1 |
9.5 |
9.5 |
9.5 |
9.52 |
9.53 |
9.47 |
9.52 |
9.5 |
9.5 |
| µ0 |
6 |
7.82 |
7.83 |
8.71 |
6.01 |
6.08 |
6.31 |
6.08 |
6.09 |
| σ2 |
0.15 |
0.16 |
0.16 |
0.24 |
0.31 |
0.15 |
0.15 |
0.16 |
0.16 |
| σ2 |
0.25 |
3.1 |
2.90 |
2.13 |
0.24 |
0.18 |
0.28 |
0.18 |
0.19 |
| ρ1 |
0.2 |
0.27 |
0.25 |
0.85 |
0.63 |
0.25 |
0.24 |
0.25 |
0.25 |
| ρ0 |
0 |
0.27 |
0.20 |
0.47 |
0.27 |
0.15 |
0.3 |
0.05 |
0.04 |
| 1 1 1 1 1 |
0.85 |
0.843 |
0.836 |
0.11 |
0.28 |
0.842 |
0.75 |
0.85 |
0.85 |
| 1 0 0 0 0 |
0.05 |
0.157 |
0.164 |
0.027 |
0.015 |
0.044 |
0.19 |
0.05 |
0.05 |
| 1 1 1 1 0 |
0.1 |
|
|
0.091 |
0.066 |
0.114 |
0.059 |
0.1 |
0.1 |
# of SV=Number of splicing variants; log L= log likelihood;
# of params=Number of parameters; AIC =Akaike information criterion; BIC=Bayesian information criterion; RSS=Residual Sum of Squares
Model 3a=Known splice variants; Model 4a=All possible splice variants; Model 5=Known and high mixture proportions splice variants; Model 6=Manually selected splice
variants CV= Cross-validation analysis of corresponding model |
