t-test: p=0.0210446
Neutral set average density: 0.00560164
Different set average density: 0.00462777
motif_present gene_set absent present different 799 195 neutral 1503 450
Fisher's exact test: p=0.0340507
Binomial GLM: p=0.03374
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.7238 -0.7238 -0.7238 -0.6609 1.8049
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -1.20597 0.05374 -22.443 <2e-16 ***
differentTRUE -0.20439 0.09627 -2.123 0.0337 *
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 3097.1 on 2946 degrees of freedom
Residual deviance: 3092.5 on 2945 degrees of freedom
AIC: 3096.5
Number of Fisher Scoring iterations: 4