t-test: p=5.32205e-11
Neutral set average density: 0.00328725
Different set average density: 0.00167002
motif_present gene_set absent present different 911 83 neutral 1638 315
Fisher's exact test: p=1.7736e-09
Binomial GLM: p=9.3992e-09
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.5931 -0.5931 -0.5931 -0.4176 2.2284
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -1.64866 0.06152 -26.797 < 2e-16 ***
differentTRUE -0.74704 0.13012 -5.741 9.4e-09 ***
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Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 2333.3 on 2946 degrees of freedom
Residual deviance: 2296.7 on 2945 degrees of freedom
AIC: 2300.7
Number of Fisher Scoring iterations: 5