t-test: p=5.48452e-14
Neutral set average density: 0.000809012
Different set average density: 6.03622e-05
motif_present gene_set absent present different 991 3 neutral 1877 76
Fisher's exact test: p=1.00108e-10
Binomial GLM: p=1.10159e-05
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.2818 -0.2818 -0.2818 -0.0778 3.4068
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -3.2067 0.1170 -27.406 < 2e-16 ***
differentTRUE -2.5934 0.5899 -4.396 1.1e-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: 727.68 on 2946 degrees of freedom
Residual deviance: 683.26 on 2945 degrees of freedom
AIC: 687.26
Number of Fisher Scoring iterations: 8