t-test: p=2.19743e-11
Neutral set average density: 0.00547875
Different set average density: 0.00869215
motif_present gene_set absent present different 642 352 neutral 1482 471
Fisher's exact test: p=2.04617e-10
Binomial GLM: p=1.28959e-10
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.9350 -0.7429 -0.7429 1.4409 1.6866 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.14629 0.05290 -21.671 < 2e-16 *** differentTRUE 0.54533 0.08483 6.428 1.29e-10 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3490.8 on 2946 degrees of freedom Residual deviance: 3449.9 on 2945 degrees of freedom AIC: 3453.9 Number of Fisher Scoring iterations: 4