t-test: p=1.73525e-08
Neutral set average density: 0.00649258
Different set average density: 0.00945674
motif_present gene_set absent present different 627 367 neutral 1430 523
Fisher's exact test: p=2.02182e-08
Binomial GLM: p=1.61741e-08
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.9600 -0.7895 -0.7895 1.4117 1.6233 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.00585 0.05110 -19.683 < 2e-16 *** differentTRUE 0.47026 0.08325 5.649 1.62e-08 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3610.4 on 2946 degrees of freedom Residual deviance: 3578.8 on 2945 degrees of freedom AIC: 3582.8 Number of Fisher Scoring iterations: 4