t-test: p=6.3525e-06
Neutral set average density: 0.00266257
Different set average density: 0.00406439
motif_present gene_set absent present different 798 196 neutral 1703 250
Fisher's exact test: p=1.2084e-06
Binomial GLM: p=8.64095e-07
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.6628 -0.6628 -0.5234 -0.5234 2.0276
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -1.91869 0.06773 -28.33 < 2e-16 ***
differentTRUE 0.51469 0.10461 4.92 8.64e-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: 2505.1 on 2946 degrees of freedom
Residual deviance: 2481.4 on 2945 degrees of freedom
AIC: 2485.4
Number of Fisher Scoring iterations: 4