t-test: p=1.65167e-05
Neutral set average density: 0.0332821
Different set average density: 0.0376459
motif_present gene_set absent present different 123 871 neutral 375 1578
Fisher's exact test: p=2.11259e-06
Binomial GLM: p=3.47262e-06
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-2.044 0.514 0.653 0.653 0.653
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) 1.43699 0.05745 25.013 < 2e-16 ***
differentTRUE 0.52047 0.11215 4.641 3.47e-06 ***
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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: 2677.5 on 2946 degrees of freedom
Residual deviance: 2654.7 on 2945 degrees of freedom
AIC: 2658.7
Number of Fisher Scoring iterations: 4