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starryious committed Jan 8, 2024
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2 changes: 0 additions & 2 deletions README.md
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# 统计学自学指南

Notion Page

https://pine-engine-d85.notion.site/Stats-Self-Learning-7063df813e7a416d82c03b83a771694c?pvs=4
3 changes: 0 additions & 3 deletions docs/coding/coding.md

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4 changes: 2 additions & 2 deletions docs/index.md
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# 前言

这是一本统计的自学指南, 也是对自己在西大数院自学生涯的一个纪念.
这是一本统计的自学指南, 也是对自己在数院自学生涯的一个纪念.

十分感谢各高校的学长学姐们对当代大学的思考, 与此同时输出了一系列很有价值的东西, 进而使我们后辈们能看到, 能开始真正思考.

==目前已经转移至 [Notion Page](https://pine-engine-d85.notion.site/STUDY-7063df813e7a416d82c03b83a771694c?pvs=4).==
==*目前已经转移至 Notion Page.*==

## 为什么写这本书?

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3 changes: 0 additions & 3 deletions docs/数据结构与算法/cs61b.md

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21 changes: 10 additions & 11 deletions mkdocs.yml
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# [Info]
site_name: 统计自学指南 # 左上角标题
site_name: 统计学自学指南 # 左上角标题
site_url: https://XuankaiWang.github.io
site_author: kamdenwang
site_description: stats-self-learning
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- "Algebra": "algebra/ladr.md"
- 初等数论:
- "MIT 18.781: Theory Of Numbers": "number_theory/index.md"
- 编程入门:
- "编程入门": "coding/coding.md"
- 微分方程:
- "MIT 18.03: Differential Equations": "ode/mit18.03.md"
- "MIT RES.18-009: Learn Differential Equations: Up Close With Gilbert Strang And Cleve Moler": "ode/mit18.009.md"
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- "Stanford CS205A: Mathematical Methods for Computer Vision, Robotics, and Graphics": "矩阵数值分析/cs205a.md"
- "UW CSE559I: The art and science of positive definite matrices": "矩阵数值分析/cse559i.md"
- "MIT 18.330 : Introduction to numerical analysis": "矩阵数值分析/mit18.330.md"
- 数据结构与算法:
- "数据结构与算法": "数据结构与算法/cs61b.md"
- 概率论与随机过程:
- "NTHU MATH2810: Probability": "probability/math2810.md"
- "Yale Statistics251/551: Stochastic Process": "probability/yale251.md"
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- "UW STAT512: Introduction to Statistical Inference": "stats/stat512.md"
- "Stanford Stat300: Theory of Statistics": "stats/stat300.md"
- "Supplementary": "stats/sup.md"
- 机器学习:
- "NTU Machine Learning": "ml/ntuml.md"
- "Coursera: Machine Learning": "ml/coursera.md"
- "Stanford CS229: Machine Learning": "ml/cs229.md"
- "Supplementary": "ml/sup.md"
- 统计计算:
- 凸优化:
- "Stanford EE364A: Convex Optimization": "凸优化/stanford.md"
- "CMU Convex Optimization": "凸优化/cmu.md"
- 多元统计分析:
- "NTHU STAT5191: Applied Multivariate Analysis": "多元统计分析/stat5191.md"
- 机器学习:
- "NTU Machine Learning": "ml/ntuml.md"
- "Coursera: Machine Learning": "ml/coursera.md"
- "Stanford CS229: Machine Learning": "ml/cs229.md"
- "Supplementary": "ml/sup.md"
- 时间序列分析:
- "UA Stat479: Time Series Analysis": "时间序列分析/stat479.md"
- 离散数学与应用概率论:
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- "NTHU STAT5410: Linear Models": "linear/stat5410.md"
- "UA Stat378: Applied Regression Analysis": "linear/stat378.md"
- "Yale Statistics312/612: Linear Models": "linear/yale312.md"

- 非参数统计:
- 因果推断:
- 高维统计:


# [UI]
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