t-test: p=1.542e-05
Neutral set average density: 0.0053149
Different set average density: 0.00722334
motif_present gene_set absent present different 686 308 neutral 1506 447
Fisher's exact test: p=2.68712e-06
Binomial GLM: p=2.07757e-06
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.8612 -0.7210 -0.7210 1.5308 1.7173 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.21465 0.05386 -22.551 < 2e-16 *** differentTRUE 0.41388 0.08721 4.746 2.08e-06 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3353.9 on 2946 degrees of freedom Residual deviance: 3331.7 on 2945 degrees of freedom AIC: 3335.7 Number of Fisher Scoring iterations: 4