t-test: p=5.47637e-12
Neutral set average density: 0.0178187
Different set average density: 0.013159
motif_present gene_set absent present different 522 472 neutral 810 1143
Fisher's exact test: p=1.34501e-08
Binomial GLM: p=1.36173e-08
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.327 -1.327 1.035 1.035 1.220
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) 0.34438 0.04593 7.498 6.48e-14 ***
differentTRUE -0.44507 0.07838 -5.678 1.36e-08 ***
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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: 4058.2 on 2946 degrees of freedom
Residual deviance: 4025.8 on 2945 degrees of freedom
AIC: 4029.8
Number of Fisher Scoring iterations: 4