From: Secure Multi-pArty Computation Grid LOgistic REgression (SMAC-GLORE)
β | 2 parties | Ordinary logistic regression | Two-sample Z test | |||||||
---|---|---|---|---|---|---|---|---|---|---|
Value | Wald test | Value | Wald test | Test statistic | p-value | |||||
SE | Z value | p-value | SE | Z value | p-value | |||||
β 1 | −0.6182 | 0.7759 | −0.7968 | 0.4256 | −0.6274 | 0.7779 | −0.8065 | 0.4199 | 0.0084 | 0.9933 |
β 2 | 2.5454 | 0.8461 | 3.0084 | 0.0026 | 2.5767 | 0.8511 | 3.0275 | 0.0025 | −0.0261 | 0.9792 |
β 3 | 1.2246 | 1.1226 | 1.0909 | 0.2753 | 1.2407 | 1.1369 | 1.0913 | 0.2751 | −0.0101 | 0.9920 |
β 4 | 0.6177 | 0.8283 | 0.7457 | 0.4558 | 0.6198 | 0.8319 | 0.7450 | 0.4562 | −0.0018 | 0.9986 |