t-test: p=0.00142968
Neutral set average density: 0.00344086
Different set average density: 0.00460765
motif_present gene_set absent present different 794 200 neutral 1649 304
Fisher's exact test: p=0.00224768
Binomial GLM: p=0.00195266
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -0.6703 -0.6703 -0.5817 -0.5817 1.9288 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -1.69090 0.06242 -27.090 < 2e-16 *** differentTRUE 0.31213 0.10077 3.097 0.00195 ** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 2696.5 on 2946 degrees of freedom Residual deviance: 2687.1 on 2945 degrees of freedom AIC: 2691.1 Number of Fisher Scoring iterations: 4