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NORMAL PARAMETERS FOR AN ANALYTIC DESCRIPTION OF THE COSMIC MICROWAVE BACKGROUND COSMOLOGICAL PARAMETER LIKELIHOOD

机译:用于分析宇宙微波背景化妆品参数似味的正态参数

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摘要

The normal parameters are a nonlinear transformation of the cosmological parameters whose likelihood function is very well approximated by a normal distribution. This transformation serves as an extreme form of data compression, allowing for practically instantaneous calculation of the likelihood of any given model, as long as the model is in the parameter space originally considered. The compression makes all the information about cosmological parameter constraints from a given set of experiments available in a usable manner. Here we explicitly define the normal parameters that work for the current cosmic microwave background (CMB) data and give their mean and covariance matrix, which best fit the likelihood function calculated by the Monte Carlo Markov chain method. Along with standard parameter estimation results, we propose that future CMB parameter analyses define normal parameters and quote their mean and covariance matrix.
机译:正态参数是宇宙学参数的非线性变换,其似然函数非常接近于正态分布。这种转换是数据压缩的一种极端形式,只要该模型位于最初考虑的参数空间中,就可以实际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宇宙微波背景(CMB)数据的常规参数,并给出了它们的均值和协方差矩阵,它们最适合通过蒙特卡洛马尔可夫链方法计算出的似然函数。与标准参数估计结果一起,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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