t-test: p=9.51419e-16
Neutral set average density: 0.0156375
Different set average density: 0.0217706
motif_present gene_set absent present different 322 672 neutral 888 1065
Fisher's exact test: p=6.82613e-12
Binomial GLM: p=1.13326e-11
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.5015 -1.2555 0.8849 1.1013 1.1013
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) 0.18176 0.04544 4.000 6.34e-05 ***
differentTRUE 0.55395 0.08160 6.788 1.13e-11 ***
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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: 3990.7 on 2946 degrees of freedom
Residual deviance: 3943.4 on 2945 degrees of freedom
AIC: 3947.4
Number of Fisher Scoring iterations: 4