t-test: p=0.00481353
Neutral set average density: 0.011531
Different set average density: 0.00983903
motif_present gene_set absent present different 626 368 neutral 1126 827
Fisher's exact test: p=0.00548658
Binomial GLM: p=0.00542863
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.0495 -1.0495 -0.9617 1.3110 1.4097 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.30862 0.04580 -6.739 1.59e-11 *** differentTRUE -0.22265 0.08008 -2.780 0.00543 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3979.5 on 2946 degrees of freedom Residual deviance: 3971.7 on 2945 degrees of freedom AIC: 3975.7 Number of Fisher Scoring iterations: 4