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>Normal Parameters for an Analytic Description of the CMB Cosmological Parameter Likelihood
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Normal Parameters for an Analytic Description of the CMB Cosmological Parameter Likelihood
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机译:CmB宇宙学分析描述的正常参数 参数似然
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摘要
The normal parameters are a non--linear transformation of the cosmologicalparameters whose likelihood function is very well--approximated by a normaldistribution. This transformation serves as an extreme form of data compressionallowing for practically instantaneous calculation of the likelihood of anygiven model, as long as the model is in the parameter space originallyconsidered. The compression makes all the information about cosmologicalparameter constraints from a given set of experiments available in a useablemanner. Here we explicitly define the normal parameters that work for thecurrent CMB data, and give their mean and covariance matrix which best fit thelikelihood function calculated by the Monte Carlo Markov Chain method. Alongwith standard parameter estimation results, we propose that future CMBparameter analyses define normal parameters and quote their mean and covariancematrix.
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机译:正态参数是宇宙函数参数的非线性变换,其似然函数非常好-由正态分布近似。只要模型在最初考虑的参数空间中,此转换就可以作为数据压缩的一种极端形式,允许几乎即时计算任何给定模型的可能性。压缩使来自一组给定实验的有关宇宙学参数约束的所有信息都可以使用。在这里,我们明确定义了适用于当前CMB数据的法线参数,并给出了它们的均值和协方差矩阵,它们最适合通过Monte Carlo Markov Chain方法计算的似然函数。连同标准参数估计结果,我们建议将来的CMB参数分析定义正常参数,并引用其均值和协方差矩阵。
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