t-test: p=6.10391e-07
Neutral set average density: 0.00237583
Different set average density: 0.00120724
motif_present gene_set absent present different 940 54 neutral 1744 209
Fisher's exact test: p=1.06129e-06
Binomial GLM: p=3.22338e-06
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.4758 -0.4758 -0.4758 -0.3342 2.4136 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -2.1216 0.0732 -28.984 < 2e-16 *** differentTRUE -0.7353 0.1579 -4.656 3.22e-06 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 1772.8 on 2946 degrees of freedom Residual deviance: 1748.5 on 2945 degrees of freedom AIC: 1752.5 Number of Fisher Scoring iterations: 5