Table 11.
Learnt model parameter β of dataset 6 (simulated binary 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 | 1.577 | 0.157 | 1.558 | 0.153 | 0.468 | 0.64005 |
β1 | −1.035 | 0.082 | −1.027 | 0.083 | −0.359 | 0.71924 |
β2 | 1.728 | 0.072 | 1.734 | 0.072 | −0.301 | 0.76344 |
β3 | 0.604 | 0.077 | 0.607 | 0.077 | −0.183 | 0.85511 |
β4 | −1.120 | 0.096 | −1.116 | 0.096 | −0.139 | 0.88984 |
β5 | 0.943 | 0.090 | 0.950 | 0.091 | −0.315 | 0.75262 |
β6 | 2.239 | 0.103 | 2.249 | 0.102 | −0.379 | 0.70441 |
β7 | −0.942 | 0.089 | −0.938 | 0.089 | −0.192 | 0.84777 |
β8 | −1.535 | 0.081 | −1.537 | 0.081 | 0.073 | 0.94145 |
β9 | 1.212 | 0.087 | 1.221 | 0.087 | −0.390 | 0.69690 |
β10 | 1.048 | 0.080 | 1.055 | 0.080 | −0.322 | 0.74759 |
β11 | 1.343 | 0.089 | 1.344 | 0.089 | −0.043 | 0.96579 |
β12 | −0.066 | 0.080 | −0.064 | 0.080 | −0.131 | 0.89593 |
β13 | −0.676 | 0.081 | −0.669 | 0.081 | −0.362 | 0.71716 |
β14 | −3.354 | 0.111 | −3.361 | 0.109 | 0.226 | 0.82122 |
β15 | 0.362 | 0.081 | 0.367 | 0.081 | −0.222 | 0.82458 |