t-test: p=0.000135835
Neutral set average density: 0.0105786
Different set average density: 0.0132193
motif_present gene_set absent present different 562 432 neutral 1225 728
Fisher's exact test: p=0.0012373
Binomial GLM: p=0.00117037
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.0679 -0.9658 -0.9658 1.2910 1.4049
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -0.52040 0.04680 -11.120 < 2e-16 ***
differentTRUE 0.25732 0.07927 3.246 0.00117 **
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 3951.0 on 2946 degrees of freedom
Residual deviance: 3940.5 on 2945 degrees of freedom
AIC: 3944.5
Number of Fisher Scoring iterations: 4