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we's Introduction

we

WE是江西财经大学统计学院教师李峰的研究生整理的对R和Python的介绍,平时组会都在北综合楼319,所以叫lab319,jufe是江西财经大学缩写。

  • R是以Rmarkdown形式呈现。
  • python则以jupyter notebook为编辑器。

主要参考教材

《统计学习导论》
《R语言实战》
《Python数据分析基础》
《预测分析》

......


  • DataStrc R和Python基本的语法与数据结构
  • Gen-Stat 统计学的一般代码,包括描述统计、线性回归、非线性回归和方差分析
  • Non-Stru 非结构化数据,包括文本、图片、人脸检测
  • SEM 结构方程模型,包括EFA、CFA等
  • Stat-Learning 统计学习相关的内容,包括分类、决策树、回归分析(正则化)、交叉验证等
  • TS 时间序列分析
  • Visu 数据可视化,包括Python的Matplotlib等

内容是从2017级研究生开始积累的,持续建设中......

以下是对内容有贡献的同学(排名不分先后):

2017级

杨钰萍 贺涵镜 潘露璐

2018级

朱谦 刘皓昀 林为 黄子芮 陈玲倩

we's People

Contributors

lab319-jufe avatar chenlingqian avatar christopha-zhu avatar jipaipaipai avatar hzrlib avatar linwei13970863112 avatar

Watchers

James Cloos avatar

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