In this paper, we are interested in extending the classical Kolmogorov-Smirnov homogeneity test to compare two samples of interval-valued observed measurements. In such a case, the test result is interval-valued, and one major difficulty is to find the bounds of this set. We propose a very efficient computational method for approximating these bounds by using a p-box (pairs of upper and lower cumulative distributions) representation of the samples. © Springer International Publishing Switzerland 2014.
CITATION STYLE
Destercke, S., & Strauss, O. (2014). Kolmogorov-Smirnov Test for Interval Data. In Communications in Computer and Information Science (Vol. 444 CCIS, pp. 416–425). Springer Verlag. https://doi.org/10.1007/978-3-319-08852-5_43
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