Mathematical Foundations of Infinite-Dimensional Statistical Models (Paperback)
暫譯: 無限維統計模型的數學基礎 (平裝本)
Giné, Evarist, Nickl, Richard
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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。本書針對這些模型中的統計推斷，發展出一種數學上連貫且客觀的方法，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。
