Econometric Analysis

All necessary reference material required to prepare for this course such as recommended reference books and other study material will be available in your student's area. To complete the program you will be required to pass an online exam for all following topics covered in this course.

Topics Covered in This Course:

In Section 1 of this course you will cover these topics:

Economic questions and data

Review of probability

Review of statistics

In Section 2 of this course you will cover these topics:

Linear regression with one regressor

Regression with a single regressor: hypothesis tests and confidence intervals

Linear regression with multiple regressors

In Section 3 of this exam you will be evaluated on below listed topics:

Hypothesis tests and confidence intervals in multiple regression

Nonlinear regression functions

Assessing studies based on multiple regression

In Section 4 of this course you will cover these topics:

Regression with panel data

Regression with a binary dependent variable

Instrumental variables regression

In Section 5 of this course you will cover these topics:

Experiments and quasi-experiments

Introduction to time series regression and forecasting

Estimation of dynamic causal effects

Additional topics in time series regression

The theory of linear regression with one regressor

The theory of multiple regression

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