t-test: p=5.47861e-05
Neutral set average density: 0.0106298
Different set average density: 0.0130785
motif_present gene_set absent present different 512 482 neutral 1152 801
Fisher's exact test: p=0.000117309
Binomial GLM: p=0.000110783
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.152 -1.027 -1.027 1.335 1.335 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.36339 0.04601 -7.899 2.81e-15 *** differentTRUE 0.30301 0.07839 3.866 0.000111 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 4036.0 on 2946 degrees of freedom Residual deviance: 4021.1 on 2945 degrees of freedom AIC: 4025.1 Number of Fisher Scoring iterations: 4