t-test: p=0.00124079
Neutral set average density: 0.00499744
Different set average density: 0.0037827
motif_present gene_set absent present different 829 165 neutral 1538 415
Fisher's exact test: p=0.00277825
Binomial GLM: p=0.00274782
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.6912 -0.6912 -0.6912 -0.6025 1.8951
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -1.30996 0.05532 -23.681 < 2e-16 ***
differentTRUE -0.30432 0.10162 -2.995 0.00275 **
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 2923.1 on 2946 degrees of freedom
Residual deviance: 2913.9 on 2945 degrees of freedom
AIC: 2917.9
Number of Fisher Scoring iterations: 4