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This article is cited in 11 scientific papers (total in 11 papers)
The limit joint distributions of statistics of four tests of the NIST package
M. P. Savelov Lomonosov Moscow State University
Abstract:
For sequences of independent random variables having a Bernoulli distribution with parameter $p$ the limit joint distribution of statistics of four tests of the NIST statistical package («Monobit Test», «Frequency Test within a Block», «Runs Test» and a generalization of «Non-overlapping Template Matching Test») is obtained. Conditions of asymptotic uncorrelatedness and/or asymptotic independence of these statistics are given.
Keywords:
joint distribution of statistics, NIST package, «Monobit Test», «Frequency Test within a Block», «Non-overlapping Template Matching Test», «Runs Test», asymptotically independent statistics, asymptotically uncorrelated statistics.
Received: 20.04.2021
Citation:
M. P. Savelov, “The limit joint distributions of statistics of four tests of the NIST package”, Diskr. Mat., 33:2 (2021), 141–154; Discrete Math. Appl., 33:1 (2023), 55–64
Linking options:
https://www.mathnet.ru/eng/dm1648https://doi.org/10.4213/dm1648 https://www.mathnet.ru/eng/dm/v33/i2/p141
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