2 research outputs found
AIC, BIC, Bayesian evidence against the interacting dark energy model
Recent astronomical observations have indicated that the Universe is in the
phase of accelerated expansion. While there are many cosmological models which
try to explain this phenomenon, we focus on the interacting CDM model
where the interaction between the dark energy and dark matter sectors takes
place. This model is compared to its simpler alternative---the CDM
model. To choose between these models the likelihood ratio test was applied as
well as the model comparison methods (employing Occam's principle): the Akaike
information criterion (AIC), the Bayesian information criterion (BIC) and the
Bayesian evidence. Using the current astronomical data: SNIa (Union2.1),
, BAO, Alcock--Paczynski test and CMB we evaluated both models. The
analyses based on the AIC indicated that there is less support for the
interacting CDM model when compared to the CDM model, while
those based on the BIC indicated that there is the strong evidence against it
in favor the CDM model. Given the weak or almost none support for the
interacting CDM model and bearing in mind Occam's razor we are
inclined to reject this model.Comment: LaTeX svjour3, 12 pages, 3 figure