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 *** --- 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