t-test: p=0.00282209
Neutral set average density: 0.00754736
Different set average density: 0.00901408
motif_present gene_set absent present different 616 378 neutral 1329 624
Fisher's exact test: p=0.00115204
Binomial GLM: p=0.00100561
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.9782 -0.8774 -0.8774 1.3906 1.5106
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -0.75603 0.04853 -15.579 < 2e-16 ***
differentTRUE 0.26768 0.08139 3.289 0.00101 **
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 3778.3 on 2946 degrees of freedom
Residual deviance: 3767.5 on 2945 degrees of freedom
AIC: 3771.5
Number of Fisher Scoring iterations: 4