t-test: p=7.58754e-08
Neutral set average density: 0.012852
Different set average density: 0.0172233
motif_present gene_set absent present different 466 528 neutral 1150 803
Fisher's exact test: p=7.48901e-10
Binomial GLM: p=6.81651e-10
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.231 -1.029 -1.029 1.333 1.333 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.35916 0.04599 -7.81 5.72e-15 *** differentTRUE 0.48407 0.07845 6.17 6.82e-10 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 4057.8 on 2946 degrees of freedom Residual deviance: 4019.6 on 2945 degrees of freedom AIC: 4023.6 Number of Fisher Scoring iterations: 4