t-test: p=3.5105e-06
Neutral set average density: 0.00777266
Different set average density: 0.0103823
motif_present gene_set absent present different 602 392 neutral 1358 595
Fisher's exact test: p=1.33574e-06
Binomial GLM: p=1.13723e-06
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.0015 -0.8525 -0.8525 1.3642 1.5418 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.82521 0.04916 -16.785 < 2e-16 *** differentTRUE 0.39621 0.08142 4.866 1.14e-06 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3758.1 on 2946 degrees of freedom Residual deviance: 3734.5 on 2945 degrees of freedom AIC: 3738.5 Number of Fisher Scoring iterations: 4