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Robust Fitting for the Estimation of Hidden Parameters in Experimental Distributions on the Plane

机译:平面实验分布中隐藏参数估计的稳健拟合

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摘要

The registration of two event characteristics, for example, e (energy) and t (time), gives us a two-dimensional experimental distribution A(e, t), where the extraction of the information of interest stumbles upon the absence of the appropriate parametrical model. A significant advantage of using the autocorrelation spectrometer of delayed coincidences is the possibility to determine the scintillator decay time τ from an energy dependence E = g(t, τ), which, unlike the classical decay time model N(t) = f(t, τ), allows us to establish its parametrical correspondence to some elements of the 2-dimensional data and so to estimate τ by a procedure of the robust fitting which automatically suppresses the impact of parts of data not adequate to the model.
机译:记录两个事件特征,例如e(能量)和t(时间),可以得到二维实验分布A(e,t),其中感兴趣信息的提取在缺少适当信息的情况下会遇到问题参数模型。使用延迟重合的自相关光谱仪的一个显着优势是可以根据能量依赖性E = g(t,τ)确定闪烁体的衰减时间τ,这与经典的衰减时间模型N(t)= f(t (τ)允许我们建立其与二维数据某些元素的参数对应关系,从而通过稳健拟合的过程来估计τ,该过程会自动抑制不适合模型的部分数据的影响。

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