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无偏见证明:使用柯尔莫哥洛夫-斯米尔诺夫检验分析来自流动系统及其他来源的直方图。

Proof without prejudice: use of the Kolmogorov-Smirnov test for the analysis of histograms from flow systems and other sources.

作者信息

Young I T

出版信息

J Histochem Cytochem. 1977 Jul;25(7):935-41. doi: 10.1177/25.7.894009.

DOI:10.1177/25.7.894009
PMID:894009
Abstract

In this paper the Kolmogorov-Smirnov statistical test for the analysis of histograms is presented. The test is discussed for both the two-sample case (comparing fn1(X) to fn2 (X)) and the one-sample case (comparing fn1 (X) to f(X)). Presentation of the specific algorithmic steps involved is done through development of an example where the data are from an experiment discussed elsewhere in this issue. It is shown that the two histograms examined come from two different parent populations at the 99.9% confidence level.

摘要

本文介绍了用于直方图分析的柯尔莫哥洛夫-斯米尔诺夫统计检验。讨论了该检验在双样本情况(比较fn1(X)与fn2(X))和单样本情况(比较fn1(X)与f(X))下的应用。通过一个示例的展开来呈现具体的算法步骤,该示例中的数据来自本期其他地方讨论的一个实验。结果表明,在99.9%的置信水平下,所检验的两个直方图来自两个不同的总体。

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