t-test: p=1.27265e-05
Neutral set average density: 0.00941116
Different set average density: 0.0120121
motif_present gene_set absent present different 549 445 neutral 1237 716
Fisher's exact test: p=2.35163e-05
Binomial GLM: p=2.12443e-05
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.0896 -0.9557 -0.9557 1.2678 1.4166
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -0.54676 0.04696 -11.644 < 2e-16 ***
differentTRUE 0.33674 0.07921 4.251 2.12e-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: 3951.8 on 2946 degrees of freedom
Residual deviance: 3933.8 on 2945 degrees of freedom
AIC: 3937.8
Number of Fisher Scoring iterations: 4