t-test: p=1.06194e-07
Neutral set average density: 0.0128315
Different set average density: 0.0164588
motif_present gene_set absent present different 429 565 neutral 1010 943
Fisher's exact test: p=1.25327e-05
Binomial GLM: p=1.15368e-05
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.296 -1.148 1.063 1.207 1.207
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -0.06864 0.04528 -1.516 0.13
differentTRUE 0.34401 0.07843 4.386 1.15e-05 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 4083.8 on 2946 degrees of freedom
Residual deviance: 4064.4 on 2945 degrees of freedom
AIC: 4068.4
Number of Fisher Scoring iterations: 3