t-test: p=0.00769189
Neutral set average density: 0.00686124
Different set average density: 0.00818913
motif_present gene_set absent present different 663 331 neutral 1419 534
Fisher's exact test: p=0.000847405
Binomial GLM: p=0.000799723
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.9000 -0.7993 -0.7993 1.4830 1.6104
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -0.97731 0.05077 -19.251 <2e-16 ***
differentTRUE 0.28266 0.08430 3.353 8e-04 ***
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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: 3567.5 on 2946 degrees of freedom
Residual deviance: 3556.3 on 2945 degrees of freedom
AIC: 3560.3
Number of Fisher Scoring iterations: 4