t-test: p=5.25618e-14
Neutral set average density: 0.0050384
Different set average density: 0.00257545
motif_present gene_set absent present different 877 117 neutral 1516 437
Fisher's exact test: p=7.69803e-13
Binomial GLM: p=7.17772e-12
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.7117 -0.7117 -0.7117 -0.5005 2.0686
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -1.2439 0.0543 -22.910 < 2e-16 ***
differentTRUE -0.7704 0.1124 -6.854 7.18e-12 ***
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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: 2848.5 on 2946 degrees of freedom
Residual deviance: 2796.8 on 2945 degrees of freedom
AIC: 2800.8
Number of Fisher Scoring iterations: 4