t-test: p=8.56568e-06
Neutral set average density: 0.00371736
Different set average density: 0.00623742
motif_present gene_set absent present different 803 191 neutral 1701 252
Fisher's exact test: p=9.48141e-06
Binomial GLM: p=6.58463e-06
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-0.6533 -0.6533 -0.5256 -0.5256 2.0237
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) -1.9095 0.0675 -28.290 < 2e-16 ***
differentTRUE 0.4735 0.1051 4.507 6.58e-06 ***
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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: 2494.7 on 2946 degrees of freedom
Residual deviance: 2474.8 on 2945 degrees of freedom
AIC: 2478.8
Number of Fisher Scoring iterations: 4