t-test: p=0.00060739
Neutral set average density: 0.0149411
Different set average density: 0.0126157
motif_present gene_set absent present different 548 446 neutral 968 985
Fisher's exact test: p=0.00443613
Binomial GLM: p=0.00428545
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.185 -1.185 -1.091 1.170 1.266 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 0.01741 0.04526 0.385 0.70048 differentTRUE -0.22337 0.07820 -2.856 0.00429 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 4083.0 on 2946 degrees of freedom Residual deviance: 4074.8 on 2945 degrees of freedom AIC: 4078.8 Number of Fisher Scoring iterations: 3