Change Point Localization on Scenario 2
5.5Proportion K̂ ≠ KDCBS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DCBST (Sample size)=300, p (Number of variables)=52023.01 | 5.5 | 0.02 | 0.034 | |
| DCBST (Sample size)=300, p (Number of variables)=32023.01 | 16 | 0.066 | 0.107 | |
| ECPT (Sample size)=150, p (Number of variables)=52023.01 | 27 | 0.094 | 0.099 | |
| DCBST (Sample size)=150, p (Number of variables)=52023.01 | 49 | 0.174 | 0.156 | |
| NMPT (Sample size)=300, p (Number of variables)=52023.01 | 51.5 | 0.151 | 0.153 | |
| ECPT (Sample size)=150, p (Number of variables)=32023.01 | 51.5 | 0.177 | 0.132 | |
| MNSBST (Sample size)=300, p (Number of variables)=52023.01 | 59 | 0.161 | 0.149 | |
| SBST (Sample size)=300, p (Number of variables)=52023.01 | 62.5 | 0.222 | 0.146 | |
| ECPT (Sample size)=300, p (Number of variables)=32023.01 | 63 | 0.102 | 0.06 | |
| MNSBST (Sample size)=150, p (Number of variables)=52023.01 | 64.5 | 0.212 | 0.154 | |
| ECPT (Sample size)=300, p (Number of variables)=52023.01 | 66.5 | 0.099 | 0.06 | |
| MNSBST (Sample size)=300, p (Number of variables)=32023.01 | 67 | 0.185 | 0.147 | |
| NMPT (Sample size)=150, p (Number of variables)=52023.01 | 70.5 | 0.235 | 0.142 | |
| NMPT (Sample size)=300, p (Number of variables)=32023.01 | 78.5 | 0.174 | 0.151 | |
| NMPT (Sample size)=150, p (Number of variables)=32023.01 | 80 | 0.261 | 0.123 | |
| MNSBST (Sample size)=150, p (Number of variables)=32023.01 | 81.5 | 0.265 | 0.124 | |
| SBST (Sample size)=300, p (Number of variables)=32023.01 | 82 | 0.279 | 0.115 | |
| DCBST (Sample size)=150, p (Number of variables)=32023.01 | 83 | 0.28 | 0.117 | |
| SBST (Sample size)=150, p (Number of variables)=52023.01 | 99.5 | 0.332 | 0.019 | |
| SBST (Sample size)=150, p (Number of variables)=32023.01 | 100 | 0.333 | 0.003 |