t-test: p=0.000105962
Neutral set average density: 0.0183308
Different set average density: 0.0214688
motif_present gene_set absent present different 342 652 neutral 820 1133
Fisher's exact test: p=6.69274e-05
Binomial GLM: p=7.04987e-05
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.4608 -1.3174 0.9184 1.0435 1.0435
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) 0.32332 0.04585 7.052 1.77e-12 ***
differentTRUE 0.32191 0.08099 3.975 7.05e-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: 3952.7 on 2946 degrees of freedom
Residual deviance: 3936.7 on 2945 degrees of freedom
AIC: 3940.7
Number of Fisher Scoring iterations: 4