t-test: p=4.24862e-06
Neutral set average density: 0.00545827
Different set average density: 0.0077666
motif_present gene_set absent present different 691 303 neutral 1517 436
Fisher's exact test: p=1.8327e-06
Binomial GLM: p=1.47885e-06
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.8528 -0.7108 -0.7108 1.5414 1.7317 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.24685 0.05434 -22.946 < 2e-16 *** differentTRUE 0.42244 0.08775 4.814 1.48e-06 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3319.3 on 2946 degrees of freedom Residual deviance: 3296.5 on 2945 degrees of freedom AIC: 3300.5 Number of Fisher Scoring iterations: 4