t-test: p=0.0024583
Neutral set average density: 0.0105581
Different set average density: 0.0123541
motif_present gene_set absent present different 526 468 neutral 1147 806
Fisher's exact test: p=0.00279789
Binomial GLM: p=0.00262014
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.128 -1.032 -1.032 1.330 1.330 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.35282 0.04596 -7.676 1.64e-14 *** differentTRUE 0.23599 0.07842 3.009 0.00262 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 4031.2 on 2946 degrees of freedom Residual deviance: 4022.2 on 2945 degrees of freedom AIC: 4026.2 Number of Fisher Scoring iterations: 4