t-test: p=7.37801e-08
Neutral set average density: 0.00635945
Different set average density: 0.00522938
motif_present gene_set absent present different 162 832 neutral 219 1734
Fisher's exact test: p=0.000124769
Binomial GLM: p=0.000109246
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -2.0919 0.4877 0.4877 0.5965 0.5965 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 2.06911 0.07171 28.853 < 2e-16 *** differentTRUE -0.43288 0.11188 -3.869 0.000109 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 2269.3 on 2946 degrees of freedom Residual deviance: 2254.7 on 2945 degrees of freedom AIC: 2258.7 Number of Fisher Scoring iterations: 4