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prob140-textbook-zh's Introduction

面向数据科学的概率论

原文：prob140/textbook

协议：CC BY-NC-SA 4.0

欢迎任何人参与和完善：一个人可以走的很快，但是一群人却可以走的更远。

目录

  • 一、基础
  • 二、计算几率
  • 三、随机变量
  • 四、事件之间的关系
  • 五、事件集合
  • 六、随机计数
  • 七、泊松化
  • 八、期望
  • 九、条件（续）
  • 十、马尔科夫链
  • 十一、马尔科夫链（续）
  • 十二、标准差
  • 十三、方差和协方差
  • 十四、中心极限定理
  • 十五、连续分布
  • 十六、变换
  • 十七、联合密度
  • 十八、正态和 Gamma 族
  • 十九、和的分布
  • 二十、估计方法
  • 二十一、Beta 和二项
  • 二十二、预测
  • 二十三、联合正态随机变量
  • 二十四、简单线性回归
  • 二十五、多元回归

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