t-test: p=0.000162833
Neutral set average density: 0.00132104
Different set average density: 0.00225352
motif_present gene_set absent present different 890 104 neutral 1831 122
Fisher's exact test: p=7.1745e-05
Binomial GLM: p=5.70299e-05
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.4701 -0.4701 -0.3592 -0.3592 2.3550
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -2.7086 0.0935 -28.968 < 2e-16 ***
differentTRUE 0.5618 0.1396 4.025 5.7e-05 ***
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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: 1594.9 on 2946 degrees of freedom
Residual deviance: 1579.1 on 2945 degrees of freedom
AIC: 1583.1
Number of Fisher Scoring iterations: 5