t-test: p=0.188607
Neutral set average density: 0.0020708
Different set average density: 0.00225918
motif_present gene_set absent present different 533 461 neutral 1387 566
Fisher's exact test: p=1.68775e-20
Binomial GLM: p=1.4916e-20
Call: glm(formula = motif_present ~ different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -1.1164 -0.8273 -0.8273 1.2396 1.5739 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -0.89630 0.04988 -17.970 <2e-16 *** differentTRUE 0.75118 0.08083 9.294 <2e-16 *** --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3810.5 on 2946 degrees of freedom Residual deviance: 3724.1 on 2945 degrees of freedom AIC: 3728.1 Number of Fisher Scoring iterations: 4
Binomial GLM adjusted for length: p=0.259199
Call: glm(formula = motif_present ~ length + different, family = binomial, data = daf) Deviance Residuals: Min 1Q Median 3Q Max -3.0001 -0.7397 -0.5637 0.8378 2.1088 Coefficients: Estimate Std. Error z value Pr(>|z|) (Intercept) -2.2872626 0.0852861 -26.819 <2e-16 *** length 0.0068588 0.0003197 21.455 <2e-16 *** differentTRUE 0.1084515 0.0961206 1.128 0.259 --- Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1 (Dispersion parameter for binomial family taken to be 1) Null deviance: 3810.5 on 2946 degrees of freedom Residual deviance: 3034.6 on 2944 degrees of freedom AIC: 3040.6 Number of Fisher Scoring iterations: 4