t-test: p=3.36945e-18
Neutral set average density: 0.0712238
Different set average density: 0.0857746
motif_present gene_set absent present different 17 977 neutral 96 1857
Fisher's exact test: p=6.48614e-06
Binomial GLM: p=4.26022e-05
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -2.8525 0.1857 0.3175 0.3175 0.3175 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 2.9624 0.1047 28.303 < 2e-16 *** differentTRUE 1.0889 0.2660 4.093 4.26e-05 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 958.63 on 2946 degrees of freedom Residual deviance: 937.69 on 2945 degrees of freedom AIC: 941.69 Number of Fisher Scoring iterations: 6