IKE 506E - Research Meth.in Economics II
Dersin Amaçları
The objectives of this course consist of the followings.
1. Students will understand the fundamentals of econometric modeling.
2. Students will learn the instrumental variable method for causal analysis.
3. Students will explore econometric methods for analyzing experimental and quasi-experimental data.
4. Students will learn common machine-learning tools used for prediction.
5. Students will explore time series and forecasting methods.
6. Students will learn fundamentals of asymptotic distribution theory.
Dersin Tanımı
This course is the second part of the master-level econometric sequence. In this course, we will cover the following topics: (i) instrumental variable regression, (iii) experimental and quasi-experimental methods, (iv) prediction with many regressors and big data, (v) time series regressions and forecasting, (vi) fundamentals of asymptotic distribution theory, and (vii) multiple linear regressions in matrix form. Upon completion of the course, students will be ready to perform econometric analysis and read applied work in the literature.
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Koordinatörleri
Osman Doğan
Dersin Dili
İngilizce
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