t-test: p=1.52009e-08
Neutral set average density: 0.0355453
Different set average density: 0.0302213
motif_present gene_set absent present different 207 787 neutral 299 1654
Fisher's exact test: p=0.000238749
Binomial GLM: p=0.000183633
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.9374 0.5765 0.5765 0.6834 0.6834 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 1.71051 0.06284 27.219 < 2e-16 *** differentTRUE -0.37500 0.10025 -3.741 0.000184 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 2702.8 on 2946 degrees of freedom Residual deviance: 2689.1 on 2945 degrees of freedom AIC: 2693.1 Number of Fisher Scoring iterations: 4