t-test: p=7.80274e-11
Neutral set average density: 0.0105172
Different set average density: 0.00549296
motif_present gene_set absent present different 853 141 neutral 1496 457
Fisher's exact test: p=2.23758e-09
Binomial GLM: p=5.76126e-09
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.7302 -0.7302 -0.7302 -0.5531 1.9764
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -1.18587 0.05345 -22.188 < 2e-16 ***
differentTRUE -0.61413 0.10546 -5.824 5.76e-09 ***
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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: 2973.1 on 2946 degrees of freedom
Residual deviance: 2936.8 on 2945 degrees of freedom
AIC: 2940.8
Number of Fisher Scoring iterations: 4