t-test: p=0.00631701
Neutral set average density: 0.00562212
Different set average density: 0.0068008
motif_present gene_set absent present different 700 294 neutral 1472 481
Fisher's exact test: p=0.00460283
Binomial GLM: p=0.00395787
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.8374 -0.7520 -0.7520 1.5609 1.6741
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -1.11851 0.05252 -21.297 < 2e-16 ***
differentTRUE 0.25101 0.08711 2.882 0.00396 **
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 3395.8 on 2946 degrees of freedom
Residual deviance: 3387.6 on 2945 degrees of freedom
AIC: 3391.6
Number of Fisher Scoring iterations: 4