t-test: p=0.00013021
Neutral set average density: 0.0182898
Different set average density: 0.0156137
motif_present gene_set absent present different 451 543 neutral 771 1182
Fisher's exact test: p=0.00232346
Binomial GLM: p=0.00215312
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.363 -1.363 1.002 1.002 1.100 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 0.42727 0.04629 9.230 < 2e-16 *** differentTRUE -0.24163 0.07875 -3.068 0.00215 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3999.1 on 2946 degrees of freedom Residual deviance: 3989.7 on 2945 degrees of freedom AIC: 3993.7 Number of Fisher Scoring iterations: 4