t-test: p=1.52009e-08
Neutral set average density: 0.0355453
Different set average density: 0.0302213
motif_present gene_set absent present different 207 787 neutral 299 1654
Fisher's exact test: p=0.000238749
Binomial GLM: p=0.000183633
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.9374 0.5765 0.5765 0.6834 0.6834
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) 1.71051 0.06284 27.219 < 2e-16 ***
differentTRUE -0.37500 0.10025 -3.741 0.000184 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 2702.8 on 2946 degrees of freedom
Residual deviance: 2689.1 on 2945 degrees of freedom
AIC: 2693.1
Number of Fisher Scoring iterations: 4