t-test: p=0.000102749
Neutral set average density: 0.00261137
Different set average density: 0.00386318
motif_present gene_set absent present different 818 176 neutral 1714 239
Fisher's exact test: p=6.85704e-05
Binomial GLM: p=5.94961e-05
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.6243 -0.6243 -0.5110 -0.5110 2.0497 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.97012 0.06905 -28.533 < 2e-16 *** differentTRUE 0.43374 0.10804 4.015 5.95e-05 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 2395.6 on 2946 degrees of freedom Residual deviance: 2379.8 on 2945 degrees of freedom AIC: 2383.8 Number of Fisher Scoring iterations: 4