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assignment 等级:入门
chat_bubble_outline 语言 : 英语
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timer 总共22个小时

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This course exposes students to the logic of statistical reasoning and its application in the quantitative social sciences. It is meant as a thorough but accessible introduction to the topics of descriptive statistics, probability theory, and statistical inference with hands-on exercises.

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课程大纲

MODULE I: DESCRIPTIVE STATISTICS
Week 1: Understanding the properties of a single variable through visualization
Week 2: Understanding the properties of a single variable through summary statistics
Week 3: Understanding associations between variables

MODULE II: PROBABILITY THEORY
Week 4: Understanding and computing with probabilities
Week 5: Random variables and distributions
Week 6: Commonly used statistical distributions

MODULE III: INFERENTIAL STATISTICS
Week 7: Understanding sampling
Week 8: A primer of estimation theory
Week 9: The theory of hypothesis testing
Week 10: Commonly used statistical tests
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教师

  • Marco Steenbergen - IPZ
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内容设计师

University of Zurich
Founded in 1833, the University of Zurich (UZH) is Switzerland’s largest university, with a cur­rent enrollment of over 26,000 students. Made up of seven faculties covering approximately 100 different subject areas, UZH is proud to offer the most comprehensive aca­demic program in the country.
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平台

Coursera

Coursera是一家数字公司,提供由位于加利福尼亚州山景城的计算机教师Andrew Ng和达芙妮科勒斯坦福大学创建的大型开放式在线课程。

Coursera与顶尖大学和组织合作,在线提供一些课程,并提供许多科目的课程,包括:物理,工程,人文,医学,生物学,社会科学,数学,商业,计算机科学,数字营销,数据科学 和其他科目。

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