Mathematical Foundations of Infinite-Dimensional Statistical Models
Gine, Evarist Nickl, Richard
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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.
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Utgivelsesdato:
18.11.2015
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ISBN/Varenr:
9781107043169
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Språk:
Engelsk
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Forlag:
Cambridge University Press
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Innbinding:
Innbundet
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Fagtema:
Økonomi, finans, næringsliv og ledelse
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Serie:
Cambridge Series in Statistical and Probabilistic Mathematics
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Litteraturtype:
Faglitteratur
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Sider:
720
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Høyde:
26.4 cm
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Bredde:
18.7 cm