t-test: p=0.000120727
Neutral set average density: 0.012084
Different set average density: 0.0146076
motif_present gene_set absent present different 483 511 neutral 1063 890
Fisher's exact test: p=0.00302024
Binomial GLM: p=0.00271863
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.201 -1.103 -1.103 1.254 1.254 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.17763 0.04543 -3.910 9.25e-05 *** differentTRUE 0.23398 0.07805 2.998 0.00272 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 4078.3 on 2946 degrees of freedom Residual deviance: 4069.3 on 2945 degrees of freedom AIC: 4073.3 Number of Fisher Scoring iterations: 3