t-test: p=0.00769189
Neutral set average density: 0.00686124
Different set average density: 0.00818913
motif_present gene_set absent present different 663 331 neutral 1419 534
Fisher's exact test: p=0.000847405
Binomial GLM: p=0.000799723
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.9000 -0.7993 -0.7993 1.4830 1.6104 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.97731 0.05077 -19.251 <2e-16 *** differentTRUE 0.28266 0.08430 3.353 8e-04 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3567.5 on 2946 degrees of freedom Residual deviance: 3556.3 on 2945 degrees of freedom AIC: 3560.3 Number of Fisher Scoring iterations: 4