t-test: p=1.16788e-06
Neutral set average density: 0.00285714
Different set average density: 0.00108652
motif_present gene_set absent present different 960 34 neutral 1808 145
Fisher's exact test: p=9.09204e-06
Binomial GLM: p=2.69077e-05
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.3928 -0.3928 -0.3928 -0.2638 2.5982
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -2.52324 0.08631 -29.234 < 2e-16 ***
differentTRUE -0.81733 0.19469 -4.198 2.69e-05 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 1349.7 on 2946 degrees of freedom
Residual deviance: 1329.4 on 2945 degrees of freedom
AIC: 1333.4
Number of Fisher Scoring iterations: 6