t-test: p=0.0343796
Neutral set average density: 2.86738e-05
Different set average density: 1.20724e-05
motif_present gene_set absent present different 988 6 neutral 1928 25
Fisher's exact test: p=0.124786
Binomial GLM: p=0.0963449
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.1605 -0.1605 -0.1605 -0.1100 3.1969
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -4.3454 0.2013 -21.587 <2e-16 ***
differentTRUE -0.7586 0.4562 -1.663 0.0963 .
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 344.06 on 2946 degrees of freedom
Residual deviance: 340.87 on 2945 degrees of freedom
AIC: 344.87
Number of Fisher Scoring iterations: 7