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Mathematical Foundations of Infinite-Dimensional Statistical Models

Om Mathematical Foundations of Infinite-Dimensional Statistical Models

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 or from Gaussian regression/signal in white noise problems.

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  • Språk:
  • Engelska
  • ISBN:
  • 9781108994132
  • Format:
  • Häftad
  • Sidor:
  • 704
  • Utgiven:
  • 25. mars 2021
  • Utgåva:
  • Mått:
  • 177x254x46 mm.
  • Vikt:
  • 1278 g.
Leveranstid: Okänt - saknas för närvarande

Beskrivning av Mathematical Foundations of Infinite-Dimensional Statistical Models

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 or from Gaussian regression/signal in white noise problems.

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