t-test: p=1.27265e-05
Neutral set average density: 0.00941116
Different set average density: 0.0120121
motif_present gene_set absent present different 549 445 neutral 1237 716
Fisher's exact test: p=2.35163e-05
Binomial GLM: p=2.12443e-05
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.0896 -0.9557 -0.9557 1.2678 1.4166 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.54676 0.04696 -11.644 < 2e-16 *** differentTRUE 0.33674 0.07921 4.251 2.12e-05 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3951.8 on 2946 degrees of freedom Residual deviance: 3933.8 on 2945 degrees of freedom AIC: 3937.8 Number of Fisher Scoring iterations: 4