当前课程知识点:教育定量研究方法(高级) > Weeks 13&14: HLM > HLM > RD 讨论题目
RD和DID的相同点和区别是什么?有没有可能有两种工具能够同时起作用的情况,如果存在这种情况,如何识别?
在断点回归的方程中,接受干预的状态Di完全由强制变量Xi决定,那么为什么不会存在完全共线性的问题呢?
断点回归为什么可以解决内生性问题?
-1.2 Why do we use regression 1
-1.3 Why do we use regression 2
-1.4 Conditional expectation function 1
-1.5 Conditional expectation function 2
-1.6 Classical assumption of OLS
-1.8 How to use matrix calculation to solve OLS
-1.11 FAQs of regression:practice
-1.12 FAQs of regression:discussion
-1.13 Maximum Likelihood Estimatio
-Basic Econometrics
-2.1 Classical assumptions of OLS
-2.2 Omitted variable bias and endogeneity
-Weeks 3&4 readings and workshop
-Instrumental Variable
-3.6 Threats to the validity of RCT
-3.17 Random-effecrt and Fiexed-effect model
-3.18 Statistic power analysis
-Weeks 5&6 readings and workshop
-Randomized Experiments - Class Size, Career Academies
-4.6 DID with multiple periods 1
-4.7 DID with multiple periods 2
-4.9 Synthetic control methods
-Week7&8 readings and workshop
-Natural experiment and DID
-5.10 Validity and assumption test 1
-5.11 Validity and assumption test 2
-Regression discontinuity
-6.1 Review of causal inference model
-Propensity Score Matching
-HLM