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Note of Applied Statistics with R

Author Shaoqing Dai
E-mail [email protected]

There are some notebooks of Applied Statistics using R which comes from my course "Applied Statistics" this term during UCAS.

The Note includes 14 Chapters. The note is in Chinese. All the code used in the note could download in the Appendix.

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Chapter 1 Introduction

Chapter 2 Data Collection

Chapter 3 Descriptive Statistics

Chapter 4 Sampling And Sample Distribution

Chapter 5 Estimation

Chapter 6 Hypothesis Test

Chapter 7 Goodness of Fit

Chapter 8 ANOVA

Chapter 9 Linear Regression

Chapter 10 Cluster Analysis

Chapter 11 Discriminant Analysis

Chapter 12 Priciple Component Analysis

Chapter 13 Factor Analysis

Chapter 14 Case and Practice

Supplementary and modification

Modification 1 about Discriminant Analysis

Modification 2 about Hypothesis Test

Supplementary Material 1 about Correaltion Analysis

Supplementary Material 2 abou bookdown and odds ratio calculation

应用统计学与R语言实现学习笔记

作者 戴劭勍
邮箱 [email protected]

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这是应用统计学与R语言实现的学习笔记,来自于我这学期的课程《应用统计学》。

笔记包括了14章的内容,中文版。该学习笔记里所有使用的代码可以在Appendix文件夹下找到。

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Chapter 1 简介

Chapter 2 数据收集

Chapter 3 描述性统计

Chapter 4 抽样方法与抽样分布

Chapter 5 参数估计

Chapter 6 假设检验

Chapter 7 拟合优度

Chapter 8 方差分析

Chapter 9 线性回归

Chapter 10 聚类分析

Chapter 11 判别分析

Chapter 12 主成分分析

Chapter 13 因子分析

Chapter 14 案例与实践

补充与更正

番外篇一——判别分析更正

番外篇二——假设检验更正

番外篇三——缺失值的相关系数分析

番外篇四——bookdown使用与OR值计算

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