t-test: p=5.35756e-32
Neutral set average density: 0.045151
Different set average density: 0.0345272
motif_present gene_set absent present different 105 889 neutral 91 1862
Fisher's exact test: p=4.38845e-09
Binomial GLM: p=3.10407e-09
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -2.4764 0.3089 0.3089 0.4725 0.4725 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 3.0185 0.1073 28.119 < 2e-16 *** differentTRUE -0.8824 0.1489 -5.926 3.1e-09 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 1441.2 on 2946 degrees of freedom Residual deviance: 1406.3 on 2945 degrees of freedom AIC: 1410.3 Number of Fisher Scoring iterations: 5