t-test: p=0.0335771
Neutral set average density: 0.000235535
Different set average density: 0.000482897
motif_present gene_set absent present different 971 23 neutral 1934 19
Fisher's exact test: p=0.00495395
Binomial GLM: p=0.00485884
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.2164 -0.2164 -0.1398 -0.1398 3.0439
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -4.6229 0.2305 -20.053 < 2e-16 ***
differentTRUE 0.8801 0.3125 2.816 0.00486 **
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 440.47 on 2946 degrees of freedom
Residual deviance: 432.57 on 2945 degrees of freedom
AIC: 436.57
Number of Fisher Scoring iterations: 7