t-test: p=1.21538e-05
Neutral set average density: 0.010425
Different set average density: 0.0132797
motif_present gene_set absent present different 531 463 neutral 1205 748
Fisher's exact test: p=1.87243e-05
Binomial GLM: p=1.61781e-05
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.1198 -0.9827 -0.9827 1.3854 1.3854 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.47683 0.04655 -10.244 < 2e-16 *** differentTRUE 0.33980 0.07880 4.312 1.62e-05 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3991.4 on 2946 degrees of freedom Residual deviance: 3972.8 on 2945 degrees of freedom AIC: 3976.8 Number of Fisher Scoring iterations: 4