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. 2011 Dec 2;4(2):80–88. doi: 10.1093/gbe/evr129

Table 2.

Logistic Regression of Gene Functionality Against Predictor Variables, Using the Full Escherichia coli Genome

Predictor Estimate Standard Error z Value P Value
Model I
    ZΔG 0.315 0.065 4.83 1.35×10 − 6
    Intercept 2.79 0.069 40.3 < 2×10 − 16
Model II
    CAI 10.9 1.12 9.79 < 2×10 − 16
    Expression 0.099 0.045 2.19 0.028
    Intercept −0.60 0.32 −1.90 0.056
Model III
    ZΔG 0.245 0.067 3.64 2.7×10 − 4
    CAI 10.5 1.12 9.42 < 2×10 − 16
    Expression 0.099 0.045 2.19 0.029
    Intercept −0.546 0.32 –1.72 0.085