t-test: p=0.0306905
Neutral set average density: 0.004383
Different set average density: 0.00525151
motif_present gene_set absent present different 770 224 neutral 1595 358
Fisher's exact test: p=0.00712663
Binomial GLM: p=0.00680183
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.7146 -0.7146 -0.6364 -0.6364 1.8421 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.49410 0.05848 -25.548 <2e-16 *** differentTRUE 0.25935 0.09583 2.706 0.0068 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 2928.7 on 2946 degrees of freedom Residual deviance: 2921.5 on 2945 degrees of freedom AIC: 2925.5 Number of Fisher Scoring iterations: 4