t-test: p=9.24474e-07
Neutral set average density: 0.0149718
Different set average density: 0.0184105
motif_present gene_set absent present different 380 614 neutral 904 1049
Fisher's exact test: p=3.09582e-05
Binomial GLM: p=3.12098e-05
Call:
glm(formula = motif_present ~ different, family = binomial, data = daf)
Deviance Residuals:
Min 1Q Median 3Q Max
-1.3868 -1.2412 0.9816 1.1149 1.1149
Coefficients:
Estimate Std. Error z value Pr(>|z|)
(Intercept) 0.14876 0.04538 3.278 0.00105 **
differentTRUE 0.33106 0.07950 4.164 3.12e-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: 4036.5 on 2946 degrees of freedom
Residual deviance: 4019.0 on 2945 degrees of freedom
AIC: 4023
Number of Fisher Scoring iterations: 4