Research Article
Sequential Truncation of R-Vine Copula Mixture Model for High-Dimensional Datasets
Table 9
Selection criteria values of the second scenario of the simulation study.
| Vowel dataset | Model | Criteria | | | | | | | | | |
| 1 | AIC | −2251.271 | −2627.365 | −2893.095 | −3175.234 | −3347.374 | −3571.632 | −3680.863 | −3731.910 | −3754.592 | BIC | −2119.033 | −2367.787 | −2550.256 | −2729.543 | −2808.627 | −2974.112 | −3053.956 | −3080.515 | −3093.401 | CAIC | −2092.033 | −2314.787 | −2480.256 | −2638.543 | −2698.627 | −2852.112 | −2925.956 | −2947.515 | −2958.401 |
| 2 | AIC | −2248.314 | −2636.790 | −2913.117 | −3212.841 | −3429.796 | −3683.609 | −3787.775 | −3850.875 | −3883.757 | BIC | −2101.383 | −2333.132 | −2521.301 | −2713.275 | −2827.378 | −3022.419 | −3087.403 | −3106.424 | −3124.613 | CAIC | −2071.383 | −2271.132 | −2441.301 | −2611.275 | −2704.378 | −2887.419 | −2944.403 | −2954.424 | −2969.613 |
| 3 | AIC | −2195.317 | −2567.953 | −2783.818 | −3035.184 | −3259.367 | −3471.338 | −3529.098 | −3564.625 | −3572.847 | BIC | −2063.079 | −2283.886 | −2343.025 | −2471.948 | −2607.973 | −2746.478 | −2760.159 | −2736.913 | −2730.442 | CAIC | −2036.079 | −2225.886 | −2253.025 | −2356.948 | −2474.973 | −2598.478 | −2603.159 | −2567.913 | −2558.442 |
|
|