Analysis of data from continuous probability distributions

被引：20

作者：

Holy, TE ^{[1
]}

机构：

[1] PRINCETON UNIV,DEPT PHYS,PRINCETON,NJ 08544

来源：

PHYSICAL REVIEW LETTERS | 1997年 / 79卷 / 19期

关键词：

D O I：

10.1103/PhysRevLett.79.3545

中图分类号：

O4 [物理学];

学科分类号：

0702 ;

摘要：

Given a set of points drawn from an unknown continuous probability distribution, one often wishes to infer the underlying distribution. This distribution can be estimated using a simple scalar field theory. Fluctuations around the estimate are characterized by a robust measure of goodness of fit, analogous to the conventional chi(2), whose distribution can also be calculated. The resulting method of data analysis has some advantages over conventional approaches. [S0031-9007(97)04449-9].

引用

页码：3545 / 3548

页数：4

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