t-test: p=0.000157102
Neutral set average density: 0.0231234
Different set average density: 0.0269215
motif_present gene_set absent present different 297 697 neutral 703 1250
Fisher's exact test: p=0.000990024
Binomial GLM: p=0.000929042
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.5543 -1.4295 0.8426 0.9447 0.9447 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 0.57554 0.04714 12.208 < 2e-16 *** differentTRUE 0.27751 0.08381 3.311 0.000929 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3775.6 on 2946 degrees of freedom Residual deviance: 3764.5 on 2945 degrees of freedom AIC: 3768.5 Number of Fisher Scoring iterations: 4