t-test: p=0.00434805
Neutral set average density: 0.0141833
Different set average density: 0.011167
motif_present gene_set absent present different 766 228 neutral 1394 559
Fisher's exact test: p=0.00095499
Binomial GLM: p=0.000995094
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.8212 -0.8212 -0.7219 1.5817 1.7160
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -0.91378 0.05006 -18.253 < 2e-16 ***
differentTRUE -0.29805 0.09054 -3.292 0.000995 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 3420.3 on 2946 degrees of freedom
Residual deviance: 3409.3 on 2945 degrees of freedom
AIC: 3413.3
Number of Fisher Scoring iterations: 4