Mathematical Foundations of Infinite-Dimensional Statistical Models (Paperback)

Giné, Evarist, Nickl, Richard

  • 出版商: Cambridge
  • 出版日期: 2021-05-13
  • 售價: $2,300
  • 貴賓價: 9.5$2,185
  • 語言: 英文
  • 頁數: 704
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 110899413X
  • ISBN-13: 9781108994132
  • 立即出貨(限量) (庫存=1)

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商品描述

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.

商品描述(中文翻譯)

高維度和非參數統計模型在現代數據科學中無處不在。本書發展了一種數學上連貫且客觀的統計推斷方法,重點關注來自隨機樣本或高斯回歸/白噪聲問題中的信號的函數估計問題。