t-test: p=0.00282209
Neutral set average density: 0.00754736
Different set average density: 0.00901408
motif_present gene_set absent present different 616 378 neutral 1329 624
Fisher's exact test: p=0.00115204
Binomial GLM: p=0.00100561
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.9782 -0.8774 -0.8774 1.3906 1.5106 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.75603 0.04853 -15.579 < 2e-16 *** differentTRUE 0.26768 0.08139 3.289 0.00101 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3778.3 on 2946 degrees of freedom Residual deviance: 3767.5 on 2945 degrees of freedom AIC: 3771.5 Number of Fisher Scoring iterations: 4