International Journal of All Research Education & Scientific Methods

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ISSN: 2455-6211

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Kolmogorov-Smirnov Test for Uniform Distribut...

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Kolmogorov-Smirnov Test for Uniform Distribut...

Kolmogorov-Smirnov Test for Uniform Distribution: A Java Approach

Author Name : A. Vani, K. Naga Vihari, M. Bhupathi Naidu

DOI: https://doi.org/10.56025/IJARESM.2024.1207242320

 

ABSTRACT A prominent non-parametric test for determining if a sample follows a reference probability distribution is the Kolmogorov-Smirnov (KS) Test for Uniformity. This study describes how to apply the KS Test for Uniformity in Java, including the steps and code necessary to carry it out. Data input, sorting, calculating cumulative distribution functions (PDFs), calculating the KS statistic, and making inferences based on critical values are all included in the methodology.