Table 9.
Learnt model parameter β of dataset 4 (simulated correlated data with 15 covariates) using Ordinary LR and 2-site EXPLORER
| β | Ordinary LR | EXPLORER | two-sample Z test | |||
|---|---|---|---|---|---|---|
| value | std. | value | std. | Test statistic | p-value | |
| β0 | 1.988 | 0.383 | 1.924 | 0.350 | 0.673 | 0.50110 |
| β1 | −1.128 | 0.228 | −1.124 | 0.161 | −0.088 | 0.93023 |
| β2 | 1.411 | 0.136 | 1.417 | 0.119 | −0.184 | 0.85376 |
| β3 | 0.507 | 0.187 | 0.527 | 0.130 | −0.494 | 0.62096 |
| β4 | −1.160 | 0.156 | −1.199 | 0.134 | 1.024 | 0.30605 |
| β5 | 1.120 | 0.189 | 1.130 | 0.140 | −0.236 | 0.81315 |
| β6 | 2.395 | 0.113 | 2.441 | 0.107 | −1.618 | 0.10572 |
| β7 | −1.845 | 0.208 | −1.877 | 0.145 | 0.689 | 0.49098 |
| β8 | −1.330 | 0.412 | −1.338 | 0.274 | 0.089 | 0.92912 |
| β9 | 1.292 | 0.101 | 1.339 | 0.093 | −1.876 | 0.06070 |
| β10 | 1.048 | 0.179 | 1.080 | 0.148 | −0.744 | 0.45683 |
| β11 | 1.026 | 0.444 | 1.030 | 0.283 | −0.041 | 0.96726 |
| β12 | −0.278 | 0.159 | −0.289 | 0.145 | 0.269 | 0.78829 |
| β13 | −0.619 | 0.238 | −0.597 | 0.187 | −0.397 | 0.69138 |
| β14 | −3.177 | 0.142 | −3.210 | 0.134 | 0.928 | 0.35328 |
| β15 | 0.592 | 0.116 | 0.611 | 0.104 | −0.685 | 0.49331 |