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Wuhan University

基于因果推断的计量经济学

Wuhan University via XuetangX

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《基于因果推断的计量经济学》将从计量经济学的基础理论出发，带领大家一步一步走向实证计量的最前沿——主流因果推断的四大方法。我们将理论和实操结合，使大家在学习之后能够应对具体的科研问题。



Syllabus

  • 绪论
    • 一元线性回归
      • 多元线性回归
        • 指示变量 1
          • 指示变量 2
            • 模型设定
              • 时间序列模型
                • 面板数据
                  • 面板数据操作步骤
                    • 内生性的产生和影响
                      • 工具变量
                        • 工具变量操作
                          • 双重差分
                            • 双重差分法面板数据操作步骤
                              • 断点回归
                                • 随机实验

                                  Taught by

                                  Xun Li , Yun Xu, Lian Xue , Lining Han, and Shuang Yao

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