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Table 2 Model parameters β learned in SMAC-GLORE and ordinary logistic regression model

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