t-test: p=4.08752e-07
Neutral set average density: 0.00416795
Different set average density: 0.00627767
motif_present gene_set absent present different 725 269 neutral 1585 368
Fisher's exact test: p=4.92635e-07
Binomial GLM: p=3.37295e-07
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.7944 -0.6462 -0.6462 -0.6462 1.8270 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.46026 0.05786 -25.236 < 2e-16 *** differentTRUE 0.46880 0.09190 5.101 3.37e-07 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3076.6 on 2946 degrees of freedom Residual deviance: 3051.0 on 2945 degrees of freedom AIC: 3055 Number of Fisher Scoring iterations: 4