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description: DATA130005
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# 统计学基础：原理、方法及R应用 (I)

### 内容重要性：☆☆☆☆

### 教学质量：一般，建议自学

### 建议自学学期：大一暑假/大二

### 学习建议：

* 教材：
  * ☆ [Larry Wasserman - All of Statistics](https://book.douban.com/subject/2285151/)
  * [Richard Larsen - 数理统计及其应用](https://book.douban.com/subject/33431537/)
  * [Joseph K.Blitzstein - 概率论导论](https://book.douban.com/subject/31195286/)
  * [茆诗松 - 概率论与数理统计教程](https://book.douban.com/subject/34897672/)
  * [Steven J. Miller - 普林斯顿概率论读本](https://book.douban.com/subject/35193606/)
* 网课：
  * ☆ [MIT 18.650 Fundamentals of Statistics](https://www.bilibili.com/video/BV1hp4y1i77w)
  * [MIT 6.041 Probabilistic Systems Analysis and Applied Probability](https://www.bilibili.com/video/BV1LE411B7ir)
  * [Stanford CS109 Probability for Computer Scientists](https://www.youtube.com/playlist?list=PLoROMvodv4rOpr_A7B9SriE_iZmkanvUg)
  * [UCSD MATH181A Mathematical Statistics I](https://www.bilibili.com/video/BV1q54y1e75b)
  * [UIUC ECE561 Statistical Inference](https://www.bilibili.com/video/BV1Wq4y1s7rW)
