IEEE - Institute of Electrical and Electronics Engineers, Inc. - Data streaming algorithms for the Kolmogorov-Smirnov test

2015 IEEE International Conference on Big Data (Big Data)

Author(s): Ashwin Lall
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 October 2015
Conference Location: Santa Clara, CA, USA
Conference Date: 29 October 2015
Page(s): 95 - 104
ISBN (Electronic): 978-1-4799-9926-2
ISBN (USB): 978-1-4799-9925-5
DOI: 10.1109/BigData.2015.7363746
Regular:

We propose space-efficient algorithms for performing the Kolmogorov-Smirnov test on streaming data. The Kolmogorov-Smirnov test is a non-parametric test for measuring the strength of a hypothesis... View More

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