t-test: p=0.000186215
Neutral set average density: 0.000819252
Different set average density: 0.000342052
motif_present gene_set absent present different 978 16 neutral 1876 77
Fisher's exact test: p=0.000481876
Binomial GLM: p=0.000917687
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.2836 -0.2836 -0.2836 -0.1802 2.8737 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -3.1931 0.1163 -27.461 < 2e-16 *** differentTRUE -0.9198 0.2775 -3.315 0.000918 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 825.84 on 2946 degrees of freedom Residual deviance: 812.73 on 2945 degrees of freedom AIC: 816.73 Number of Fisher Scoring iterations: 6