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農業・資源経済学特別講義Ⅳ (Special Lectures in Agricultural and Resource EconomicsⅣ)
Quantitative Analysis in Agricultural and Resource Economics
This course is an introduction to theory and practice of econometrics, designed specifically for first-year graduate students. The class will also cover other quantitative methods such as experimental economics and CGE modeling. The list of topics is as follows:
OLS
Standard error / Heteroskedasticity
Endogeneity
Instrumental variable
Panel data
Systems of equations
Binary response models
Multinomial Response (Choice) Models
Other Limited Dependent Variable Models
Sample Selection Models
Model Selection
Treatment Effect (Program Evaluation)
Experimental economics
CGE model
MIMA Search