t-test: p=0.000514133
Neutral set average density: 0.004936
Different set average density: 0.00641851
motif_present gene_set absent present different 719 275 neutral 1541 412
Fisher's exact test: p=8.8014e-05
Binomial GLM: p=6.95605e-05
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.8048 -0.6884 -0.6884 -0.6884 1.7641 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.31916 0.05546 -23.785 < 2e-16 *** differentTRUE 0.35807 0.09002 3.978 6.96e-05 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3200.5 on 2946 degrees of freedom Residual deviance: 3184.9 on 2945 degrees of freedom AIC: 3188.9 Number of Fisher Scoring iterations: 4