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arXiv 1708.09575astro-ph.IMastro-ph.SR
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分光双星质量比分布的研究。I.一种新的算法

Study of the mass-ratio distribution of spectroscopic binaries. I. A novel algorithm

Sahar Shahaf, Tsevi Mazeh, Simchon Faigler

摘要:

我们开发了一种新的直接算法来获得质量比分布(MRD)的短周期双星的观测样本的单线光谱双星(SB1)。该算法考虑一类参数化的MRD,并找到最适合观察到的样本的参数集。该算法由四个部分组成。首先,我们定义了一个新的可观测量,“修改的质量函数”,可以计算样本中的每个二进制。我们发现,修改后的质量函数的分布遵循的形状的基本MRD,把它比以前使用的质量函数,减少质量函数或减少质量函数对数更有利。其次,我们推导出的可能性的修改后的质量函数的样本被观察到一个假设的MRD。MCMC搜索使算法能够找到最适合观察的参数。第三,我们建议表示未知的MRD的函数的基础,跨越可能的MRD的线性组合。我们建议两个这样的基地。第四,我们将展示如何解释RV幅度低于某个阈值的未检测到的系统。在没有校正的情况下,这种观测偏差抑制了低质量比的MRD。大量的仿真结果表明,该算法的工作以及与建议的两个基地。该算法的四个部分是独立的,但四个部分的组合使算法在推导二进制总体的MRD时非常有效。

英文摘要:

We developed a novel direct algorithm to derive the mass-ratio distribution (MRD) of short-period binaries from an observed sample of single-lined spectroscopic binaries (SB1). The algorithm considers a class of parameterized MRDs and finds the set of parameters that best fits the observed sample. The algorithm consists of four parts. First, we define a new observable, the `modified mass function', that can be calculated for each binary in the sample. We show that the distribution of the modified mass function follows the shape of the underlying MRD, turning it more advantageous than the previously used mass function, reduced mass function or reduced mass function logarithm. Second, we derive the likelihood of the sample of modified mass functions to be observed given an assumed MRD. An MCMC search enables the algorithm to find the parameters that best fit the observations. Third, we suggest to express the unknown MRD by a linear combination of a basis of functions that spans the possible MRDs. We suggest two such bases. Fourth, we show how to account for the undetected systems that have an RV amplitude below a certain threshold. Without the correction, this observational bias suppresses the derived MRD for low mass ratios. Numerous simulations show that the algorithm works well with either of the two suggested bases. The four parts of the algorithm are independent, but the combination of the four turn the algorithm to be highly effective in deriving the MRD of the binary population.

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