- From www.xuetangx.com
基于R语言的社会统计分析
Course
zh
Chinese
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- Introductive Level
- Starts on April 17, 2016
Course details
Syllabus
- 第一章：绪论
- 1.1 什么是统计学?
- 1.2 数据
- 1.3 随机化原则
- 1.4 数据收集方法
- 1.5 第一章练习
- 第二章：描述统计
- 2.1 描述统计概述 - 社会学概念的量化问题
- 2.2 变量的分类
- 2.3 描述统计方法 I: 制表法 Tabular Method
- 2.4 描述统计方法 II: 绘图法 Graphical Method
- 2.5 描述统计方法 III: 数值法 Numerical Method
- 2.6 第二章练习
- 第三章：基于R语言的探索性数据分析
- 第四章：概率分布
- 第五章：统计推断 - 估计
- 第六章：统计推断 - 显著性检验
- 第七章： 两组比较和多组比较
- 第八章：变量间的关联分析
- 第九章：简单线性回归
- 第十章：多元回归
- 第十一章：Logistic回归和其他高级统计方法简述
Prerequisite
None.
Instructors
- 罗昊
Platform
Founded by Tsinghua University in October 2013, XuetangX is the world’s first Chinese MOOC platform and serves as the research and application platform for the Ministry of Education (MOE) Research Center for Online Education. XuetangX has been awarded as one of the national first batch of demonstration base projects for innovation and entrepreneurship. Besides, XuetangX also works with the International Center for Engineering Education (ICEE) under the auspices of UNESCO and supports its online portion. By the end of June 2018, with a total of 25 million enrollments and more than 1,500 online courses from 13 disciplined fields, XuetangX has accumulated over 12 million registered users, covering 209 countries and regions.
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