t-test: p=4.6099e-11
Neutral set average density: 0.0231746
Different set average density: 0.0179276
motif_present gene_set absent present different 408 586 neutral 632 1321
Fisher's exact test: p=3.99683e-06
Binomial GLM: p=3.24016e-06
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.5022 -1.3345 0.8843 0.8843 1.0280
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) 0.73725 0.04837 15.243 < 2e-16 ***
differentTRUE -0.37520 0.08060 -4.655 3.24e-06 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 3826.5 on 2946 degrees of freedom
Residual deviance: 3805.0 on 2945 degrees of freedom
AIC: 3809
Number of Fisher Scoring iterations: 4