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Bayesian comparison of interacting scenarios

机译:贝叶斯互动情景的比较

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We perform a Bayesian model selection analysis for different classes of phenomeno-logical coupled scenarios of dark matter and dark energy with linear and non-linear interacting terms. We use a combination of some of the latest cosmological data such as type Ia supernovae (SNe Ia), cosmic chronometers (CC), cosmic microwave background (CMB) and two sets of baryon acoustic oscillations measurements, namely, 2-dimensional angular measurements (BAO2) and 3-dimensional angle-averaged measurements (BAO3). We find weak and moderate evidence against two-thirds of the interacting scenarios considered with respect to ΛCDM when the full joint analysis is considered. About one-third of the models provide a description to the data as good as the one provided by the standard model. Our results also indicate that either SNe Ia, CC or BAO2 data by themselves are not able to distinguish among interacting models or ΛCDM but the standard BAO3 measurements and the combination with the CMB data are indeed able to discriminate among them. We find that evidence disfavoring interacting models is weaker when we use BAO2 (data claimed to be almost model-independent) instead of the standard BAO3 measurements. These results help select classes of viable and non-viable interacting models in light of current data.
机译:我们对暗物质和暗能量的不同类别的现象逻辑耦合场景进行贝叶斯模型选择分析,具有线性和非线性相互作用术语。我们使用一些最新的宇宙学数据的组合,如IA型超新星(SNE IA),宇宙分子计(CC),宇宙微波背景(CMB)和两组Baryon声学振荡测量,即二维角测量( BAO2)和三维角平均测量(BAO3)。当考虑完全联合分析时,我们发现针对相对于λcdm考虑的三分之二的交互情景的弱和中等证据。大约三分之一的模型向数据提供了与标准模型提供的数据的描述。我们的结果还表明,SNE IA,CC或BAO2数据本身无法区分相互作用模型或λCDM,但标准的BAO3测量和与CMB数据的组合确实能够区分它们。我们发现,当我们使用BAO2(声称几乎是模型无关的数据)而不是标准BAO3测量时,我们发现不安的互动模型的证据是较弱的。这些结果有助于根据当前数据选择可行性和不可行的交互模型的类。

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