A Proposal of a New Statistical Testing Framework for Random Number Generators

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Bibliographic Information

Other Title
  • 乱数生成器に対する新たな統計検定フレームワークの提案

Abstract

<p>Abstract. This paper proposes a new statistical testing framework for random number generators. First, we show that the evaluation of “generators” using NIST SP.800-22, which is widely used today, is incomplete. Next, we show that the statistical evaluation of the generator can be interpreted as a “random sampling” evaluation and give some examples of random-sampling-tests. After that, under the assumption that the test will be repeated many times, this paper proposes a new framework of statistical testing for generators where the testing procedure and final judgement rules are clearly defined. Finally, we show some examples using the proposed framework.</p>

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Details

  • CRID
    1390848647552440320
  • NII Article ID
    130007907739
  • DOI
    10.11540/jsiamt.30.3_226
  • ISSN
    24240982
  • Text Lang
    ja
  • Data Source
    • JaLC
    • CiNii Articles
  • Abstract License Flag
    Disallowed

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