t-test: p=0.0679219
Neutral set average density: 0.0070978
Different set average density: 0.00747284
motif_present gene_set absent present different 47 947 neutral 147 1806
Fisher's exact test: p=0.00357995
Binomial GLM: p=0.00408749
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -2.4705 0.3113 0.3956 0.3956 0.3956 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) 2.50844 0.08577 29.246 < 2e-16 *** differentTRUE 0.49471 0.17229 2.871 0.00409 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 1430.6 on 2946 degrees of freedom Residual deviance: 1421.7 on 2945 degrees of freedom AIC: 1425.7 Number of Fisher Scoring iterations: 5