t-test: p=3.91904e-11
Neutral set average density: 0.0125858
Different set average density: 0.0173843
motif_present gene_set absent present different 433 561 neutral 1090 863
Fisher's exact test: p=3.29943e-10
Binomial GLM: p=3.58818e-10
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.289 -1.080 -1.080 1.278 1.278 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.23352 0.04556 -5.125 2.98e-07 *** differentTRUE 0.49250 0.07854 6.271 3.59e-10 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 4082.1 on 2946 degrees of freedom Residual deviance: 4042.4 on 2945 degrees of freedom AIC: 4046.4 Number of Fisher Scoring iterations: 3