Figure 1 | Scientific Reports

Figure 1

From: Asymmetric independence modeling identifies novel gene-environment interactions

Figure 1

Mathematical formulation and illustrative comparison between LR and AIM. (a) Theoretical discrepancy between Logistic Regression (LR) prediction and ground truth probability in the case of missing variables (Appendix B). (b) Theoretical capability of the Asymmetric Independence Model (AIM) to accurately predict the ground truth probability in the case of missing variables. (c) Mathematical expression of LR. (d) Mathematical expression of AIM.

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