t-test: p=0.00255267
Neutral set average density: 0.00756784
Different set average density: 0.00929577
motif_present gene_set absent present different 656 338 neutral 1387 566
Fisher's exact test: p=0.00601239
Binomial GLM: p=0.00522229
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.9117 -0.8273 -0.8273 1.4688 1.5739 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.89630 0.04988 -17.970 < 2e-16 *** differentTRUE 0.23319 0.08349 2.793 0.00522 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3633.5 on 2946 degrees of freedom Residual deviance: 3625.8 on 2945 degrees of freedom AIC: 3629.8 Number of Fisher Scoring iterations: 4