t-test: p=0.00164389
Neutral set average density: 0.0415463
Different set average density: 0.0451911
motif_present gene_set absent present different 107 887 neutral 272 1681
Fisher's exact test: p=0.0169288
Binomial GLM: p=0.0155811
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -2.1113 0.4773 0.5477 0.5477 0.5477 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 1.82134 0.06536 27.868 <2e-16 *** differentTRUE 0.29367 0.12142 2.419 0.0156 * --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 2261.7 on 2946 degrees of freedom Residual deviance: 2255.7 on 2945 degrees of freedom AIC: 2259.7 Number of Fisher Scoring iterations: 4