Table 8.
Learnt model parameter β of dataset 3 (Simulated i.i.d. 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 | 2.165 | 0.080 | 2.177 | 0.078 | −0.590 | 0.55506 |
β1 | −1.331 | 0.055 | −1.339 | 0.055 | 0.536 | 0.59177 |
β2 | 1.651 | 0.080 | 1.657 | 0.078 | −0.273 | 0.78463 |
β3 | 0.515 | 0.064 | 0.516 | 0.064 | −0.039 | 0.96873 |
β4 | −1.352 | 0.069 | −1.356 | 0.069 | 0.225 | 0.82218 |
β5 | 1.193 | 0.060 | 1.200 | 0.060 | −0.435 | 0.66368 |
β6 | 2.277 | 0.073 | 2.288 | 0.072 | −0.631 | 0.52783 |
β7 | −1.181 | 0.057 | −1.187 | 0.056 | 0.399 | 0.68976 |
β8 | −1.725 | 0.084 | −1.732 | 0.083 | 0.332 | 0.73966 |
β9 | 1.410 | 0.083 | 1.417 | 0.081 | −0.338 | 0.73569 |
β10 | 0.851 | 0.064 | 0.853 | 0.064 | −0.155 | 0.87672 |
β11 | 1.396 | 0.071 | 1.400 | 0.070 | −0.183 | 0.85480 |
β12 | −0.254 | 0.051 | −0.252 | 0.051 | −0.135 | 0.89236 |
β13 | −0.453 | 0.051 | −0.458 | 0.051 | 0.390 | 0.69631 |
β14 | −3.505 | 0.107 | −3.524 | 0.102 | 0.691 | 0.48962 |
β15 | 0.713 | 0.043 | 0.715 | 0.043 | −0.208 | 0.83555 |