t-test: p=0.000984227
Neutral set average density: 0.00325653
Different set average density: 0.00438632
motif_present gene_set absent present different 793 201 neutral 1664 289
Fisher's exact test: p=0.000243729
Binomial GLM: p=0.000195029
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.6722 -0.6722 -0.5659 -0.5659 1.9548
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -1.75055 0.06373 -27.469 < 2e-16 ***
differentTRUE 0.37803 0.10148 3.725 0.000195 ***
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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: 2651.8 on 2946 degrees of freedom
Residual deviance: 2638.2 on 2945 degrees of freedom
AIC: 2642.2
Number of Fisher Scoring iterations: 4