t-test: p=0.000836034
Neutral set average density: 0.00215054
Different set average density: 0.00311871
motif_present gene_set absent present different 849 145 neutral 1752 201
Fisher's exact test: p=0.000849798
Binomial GLM: p=0.000651161
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.5616 -0.5616 -0.4661 -0.4661 2.1325
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -2.16521 0.07447 -29.076 < 2e-16 ***
differentTRUE 0.39788 0.11670 3.409 0.000651 ***
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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: 2132.0 on 2946 degrees of freedom
Residual deviance: 2120.6 on 2945 degrees of freedom
AIC: 2124.6
Number of Fisher Scoring iterations: 4