At the beginning#

章节#

  • Chapter1: Getting started with regression

  • Chapter2: Basics of simple linear regression

  • Chapter3: The null model

  • Chapter4: Dealing with Curves

  • Chapter5: Dealing with fact or data with two levels

  • Chapter6: Dealing with multiplicative relationships

  • Chapter7: Dealing with power relationships

  • Chapter8: Dealing with numerical and fact or explanatory variables - part 1

  • Chapter9: Dealing with numerical and fact or explanatory variables - part 2

  • Chapter10: Multiple linear regression

  • Chapter11: Dealing with factors with more than two levels

  • Chapter12: Dealing with two factors

  • Chapter13: Modelling count data

  • Chapter14: Modelling count data responses - two examples

  • Chapter15: Modelling binary data

  • Chapter16: Analysing categorical data - an introduction

  • Chapter17: Analysis of contingency tables

学习提要#

本门课程主要研究：线性回归模型、常见问题的解决方法

分数分布#

平时分数

期末测验

20% 作业 +20% 课堂

60% 期末考试

环境搭建#

本课程使用工具：R Language（交互式、开放、免费）

  1. 安装 R Studio

  2. 安装 R Tools

  3. 安装 RMarkdown 库