Comparison of the Bayesian analysis of the coral stress dataset to the previously published results based on multigene normalization and gene-by-gene linear mixed modeling [23].

(a) The match between the fold-changes inferred in the current reanalysis and previously reported changes, for naïve, informed and “classic” models. (b) Correspondence between p-values under the naïve, informed, and “classic” models (see legend on panel a) and the previously reported p-values. Points above the line indicate higher power (lower p-values) of the new models. The reanalysis p-values were derived by the Bayesian z-test.