ECN 302E - Ekonometri 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 about the panel data models.
3. Students will learn the instrumental variable method for causal analysis.
4. Students will explore econometric methods for analyzing experimental and quasi-experimental
data.
5. Students will learn common machine-learning tools for prediction.
6. Students will explore time series and forecasting methods.

Dersin Tanımı

This course is the second part of the undergraduate-level econometric
sequence. In this course, we will cover the following topics: (i) panel data models,
(ii) instrumental variable regression, (iii) experiments and quasi-experiments, (iv) nonlinear
regression functions, (v) prediction with many regressors and big data, and (vi) time series
regression and forecasting. Upon completion of the course, students will be ready to perform
econometric analysis and read applied work in the literature.