t-test: p=0.00139954
Neutral set average density: 0.00403482
Different set average density: 0.00523139
motif_present gene_set absent present different 760 234 neutral 1596 357
Fisher's exact test: p=0.000926168
Binomial GLM: p=0.000765732
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.7327 -0.7327 -0.6354 -0.6354 1.8436 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.49752 0.05855 -25.578 < 2e-16 *** differentTRUE 0.31952 0.09496 3.365 0.000766 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 2953.8 on 2946 degrees of freedom Residual deviance: 2942.6 on 2945 degrees of freedom AIC: 2946.6 Number of Fisher Scoring iterations: 4