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笔记
High Dimensional Statistics Note 2024-2025
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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.)