t-test: p=0.00113145
Neutral set average density: 0.00837686
Different set average density: 0.00678068
motif_present gene_set absent present different 715 279 neutral 1310 643
Fisher's exact test: p=0.00718076
Binomial GLM: p=0.00725179
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.8937 -0.8937 -0.8117 1.4906 1.5941 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.71164 0.04815 -14.779 < 2e-16 *** differentTRUE -0.22943 0.08545 -2.685 0.00725 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3662.4 on 2946 degrees of freedom Residual deviance: 3655.1 on 2945 degrees of freedom AIC: 3659.1 Number of Fisher Scoring iterations: 4