t-test: p=1.06194e-07
Neutral set average density: 0.0128315
Different set average density: 0.0164588
motif_present gene_set absent present different 429 565 neutral 1010 943
Fisher's exact test: p=1.25327e-05
Binomial GLM: p=1.15368e-05
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.296 -1.148 1.063 1.207 1.207 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.06864 0.04528 -1.516 0.13 differentTRUE 0.34401 0.07843 4.386 1.15e-05 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 4083.8 on 2946 degrees of freedom Residual deviance: 4064.4 on 2945 degrees of freedom AIC: 4068.4 Number of Fisher Scoring iterations: 3