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所在平台: Udemy |
课程主页: https://www.udemy.com/course/introduction-to-fsqca-using-r/
课程评论：没有评论
课程名称：R语言下的fsQCA入门 课程概述： 该课程面向希望通过模糊集定性比较分析（fsQCA）研究因果关系的学员，重点在于识别导致特定结果的因果配置或组合。尽管使用R编程语言，但无需任何先前的使用经验。课程最后通过一个实际示例来识别导致银行可能破产情况的条件或配置。一旦掌握该示例，fsQCA方法论可以广泛应用于不同的情境。 课程结构： - fsQCA介绍：包括必要性、充分性、集合隶属、校准、集合否定、一致性、覆盖率、真值表和不同的因果解决方案的解释。 - R语言安装：提供在Windows PC和Mac电脑上安装R编程语言的步骤。 - R语言简介：介绍R生态系统、工作目录的重要性、R对象的类型、数据索引和子集选择，以及RStudio IDE的使用。 - fsQCA在银行失败中的应用示例：数据加载、处理缺失值、行名称的重要性、结果和条件的校准、模糊集变量的选择、真值表构建，以及提取不同类型的解决方案：复杂、简约和中间。 该课程适合所有对因果分析感兴趣的人，帮助学员掌握fsQCA方法并应用于实际问题。
This course is oriented to everyone that wants to study causal relationships using fuzzy set qualitative comparative analysis (fsQCA). That is, the identification of causal configurations or recipes that lead to a certain outcome.We use the R programming language although no previous experience is required in its use. The course ends with a practical example to identify the conditions or configurations that lead a bank to a possible bankruptcy situation. Once the example is understood, the fsQCA methodology can be applied to a large variety of different scenarios.The structure of the course is the following:- INTRODUCTION TO FSQCA: includes the explanation of necessity, sufficiency, set membership, calibration, the negation of sets, consistency, coverage, truth table, or different causal solutions- R INSTALLATION: procedure to install R programming language on a Windows PC and on an Apple computer.- INTRODUCTION TO R: introduction to R ecosystem, the importance of the working directory, type of R objects, indexing and subsetting data, and introduction to RStudio IDE.- EXAMPLE OF fsQCA APPLICATION TO BANK FAILURE: data loading, dealing with missing values, the importance of row names, calibration of the outcome and the conditions, selection of fuzzy set variables, truth table construction, and extraction of the different types of solutions: complex, parsimonious and intermediate.
