t-test: p=4.5491e-06
Neutral set average density: 0.00834613
Different set average density: 0.0115091
motif_present gene_set absent present different 600 394 neutral 1363 590
Fisher's exact test: p=3.64708e-07
Binomial GLM: p=3.10699e-07
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.0048 -0.8481 -0.8481 1.3604 1.5473
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -0.83732 0.04928 -16.991 < 2e-16 ***
differentTRUE 0.41674 0.08145 5.117 3.11e-07 ***
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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: 3753.9 on 2946 degrees of freedom
Residual deviance: 3727.9 on 2945 degrees of freedom
AIC: 3731.9
Number of Fisher Scoring iterations: 4