t-test: p=0.000514133
Neutral set average density: 0.004936
Different set average density: 0.00641851
motif_present gene_set absent present different 719 275 neutral 1541 412
Fisher's exact test: p=8.8014e-05
Binomial GLM: p=6.95605e-05
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.8048 -0.6884 -0.6884 -0.6884 1.7641
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -1.31916 0.05546 -23.785 < 2e-16 ***
differentTRUE 0.35807 0.09002 3.978 6.96e-05 ***
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Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
(Dispersion parameter for binomial family taken to be 1)
Null deviance: 3200.5 on 2946 degrees of freedom
Residual deviance: 3184.9 on 2945 degrees of freedom
AIC: 3188.9
Number of Fisher Scoring iterations: 4