t-test: p=1.76766e-07
Neutral set average density: 0.0164977
Different set average density: 0.0203421
motif_present gene_set absent present different 350 644 neutral 847 1106
Fisher's exact test: p=2.16098e-05
Binomial GLM: p=2.08458e-05
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.4449 -1.2926 0.9317 1.0664 1.0664
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) 0.26680 0.04566 5.843 5.12e-09 ***
differentTRUE 0.34296 0.08059 4.256 2.08e-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: 3981.0 on 2946 degrees of freedom
Residual deviance: 3962.7 on 2945 degrees of freedom
AIC: 3966.7
Number of Fisher Scoring iterations: 4