t-test: p=0.0110513
Neutral set average density: 0.0111828
Different set average density: 0.0127364
motif_present gene_set absent present different 528 466 neutral 1118 835
Fisher's exact test: p=0.0341612
Binomial GLM: p=0.033002
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.125 -1.056 -1.056 1.304 1.304 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.29186 0.04574 -6.381 1.76e-10 *** differentTRUE 0.16695 0.07831 2.132 0.033 * --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 4044.9 on 2946 degrees of freedom Residual deviance: 4040.4 on 2945 degrees of freedom AIC: 4044.4 Number of Fisher Scoring iterations: 4