t-test: p=5.48452e-14
Neutral set average density: 0.000809012
Different set average density: 6.03622e-05
motif_present gene_set absent present different 991 3 neutral 1877 76
Fisher's exact test: p=1.00108e-10
Binomial GLM: p=1.10159e-05
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.2818 -0.2818 -0.2818 -0.0778 3.4068 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -3.2067 0.1170 -27.406 < 2e-16 *** differentTRUE -2.5934 0.5899 -4.396 1.1e-05 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 727.68 on 2946 degrees of freedom Residual deviance: 683.26 on 2945 degrees of freedom AIC: 687.26 Number of Fisher Scoring iterations: 8