t-test: p=1.65167e-05
Neutral set average density: 0.0332821
Different set average density: 0.0376459
motif_present gene_set absent present different 123 871 neutral 375 1578
Fisher's exact test: p=2.11259e-06
Binomial GLM: p=3.47262e-06
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -2.044 0.514 0.653 0.653 0.653 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 1.43699 0.05745 25.013 < 2e-16 *** differentTRUE 0.52047 0.11215 4.641 3.47e-06 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 2677.5 on 2946 degrees of freedom Residual deviance: 2654.7 on 2945 degrees of freedom AIC: 2658.7 Number of Fisher Scoring iterations: 4