t-test: p=1.34187e-23
Neutral set average density: 0.0404096
Different set average density: 0.0523742
motif_present gene_set absent present different 64 930 neutral 253 1700
Fisher's exact test: p=2.57586e-08
Binomial GLM: p=1.20816e-07
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-2.3422 0.3648 0.5268 0.5268 0.5268
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) 1.90499 0.06739 28.270 < 2e-16 ***
differentTRUE 0.77131 0.14574 5.292 1.21e-07 ***
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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: 2012.2 on 2946 degrees of freedom
Residual deviance: 1980.7 on 2945 degrees of freedom
AIC: 1984.7
Number of Fisher Scoring iterations: 5