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How much randomness is needed for statistics?

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F67985840%3A_____%2F12%3A00385834" target="_blank" >RIV/67985840:_____/12:00385834 - isvavai.cz</a>

  • Result on the web

    <a href="http://dx.doi.org/10.1007/978-3-642-30870-3_40" target="_blank" >http://dx.doi.org/10.1007/978-3-642-30870-3_40</a>

  • DOI - Digital Object Identifier

    <a href="http://dx.doi.org/10.1007/978-3-642-30870-3_40" target="_blank" >10.1007/978-3-642-30870-3_40</a>

Alternative languages

  • Result language

    angličtina

  • Original language name

    How much randomness is needed for statistics?

  • Original language description

    In algorithmic randomness, when one wants to define a randomness notion with respect to some non-computable measure ?, a choice needs to be made. One approach is to allow randomness tests to access the measure ? as an oracle (which we call the ?classicalapproach). The other approach is the opposite one, where the randomness tests are completely effective and do not have access to the information contained in ? (we call this approach ?Hippocratic). While the Hippocratic approach is in general much morerestrictive, there are cases where the two coincide. The first author showed in 2010 that in the particular case where the notion of randomness considered is Martin-Löf randomness and the measure ? is a Bernoulli measure, classical randomness and Hippocratic randomness coincide. In this paper, we prove that this result no longer holds for other notions of randomness, namely computable randomness and stochasticity.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BA - General mathematics

  • OECD FORD branch

Result continuities

  • Project

    Result was created during the realization of more than one project. More information in the Projects tab.

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)<br>I - Institucionalni podpora na dlouhodoby koncepcni rozvoj vyzkumne organizace

Others

  • Publication year

    2012

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    How the World Computes

  • ISBN

    978-3-642-30869-7

  • ISSN

  • e-ISSN

  • Number of pages

    10

  • Pages from-to

    395-404

  • Publisher name

    Springer

  • Place of publication

    Berlin

  • Event location

    Cambridge

  • Event date

    Jun 18, 2012

  • Type of event by nationality

    WRD - Celosvětová akce

  • UT code for WoS article