t-test: p=1.57001e-10
Neutral set average density: 0.0561905
Different set average density: 0.0655131
motif_present gene_set absent present different 46 948 neutral 149 1804
Fisher's exact test: p=0.00168502
Binomial GLM: p=0.00215438
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -2.4792 0.3078 0.3984 0.3984 0.3984 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 2.49382 0.08524 29.257 < 2e-16 *** differentTRUE 0.53190 0.17336 3.068 0.00215 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 1435.9 on 2946 degrees of freedom Residual deviance: 1425.7 on 2945 degrees of freedom AIC: 1429.7 Number of Fisher Scoring iterations: 5