Skip to content

Tuorui "v1ncent19" Peng

En voyage dans l'espace de Hilbert.

全部项目

笔记

High Dimensional Statistics Note 2024-2025

已完成更新于

高维统计阅读笔记,主要参照 Wainwright、Vershynin、Rigollet–Hütter 与 van Handel。

Still updating.

Some reading notes following the following books on high dimensional statistics:

  • MJW: 『High-Dimensional Statistics: A Non-Asymptotic Viewpoint』 by Martin J. Wainwright
  • RV: 『High-Dimensional Probability: An Introduction with Applications in Data Science』 by Roman Vershynin
  • RH: 『High-Dimensional Statistics Lecture Notes』 by Philippe Rigollet and Jan-Christian Hütter
  • RvH: 『Probability in High Dimension — APC 550 Lecture Notes』 by Ramon van Handel

Cross-referencing/labelling coherence between chapters is not guaranteed. (But I at least maintained within-chapter coherence.)