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Mathematical Foundations of Infinite-Dimensional Statistical Models

Gine, Evarist Nickl, Richard

Cambridge Series in Statistical and Probabilistic Mathematics

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Leveringstid: 2-4 uker

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Omtale

High-dimensional and nonparametric statistical models are ubiquitous in modern data science. This book develops a mathematically coherent and objective approach to statistical inference in such models, with a focus on function estimation problems arising from random samples (density estimation) or from Gaussian regression/signal in white noise problems.

  • Utgivelsesdato:

    18.11.2015

  • ISBN/Varenr:

    9781107043169

  • Språk:

    , Engelsk

  • Forlag:

    Cambridge University Press

  • Fagtema:

    Økonomi, finans, næringsliv og ledelse

  • Litteraturtype:

    Faglitteratur

  • Sider:

    720

  • Høyde:

    26.4 cm

  • Bredde:

    18.7 cm

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