Causal Inference Course
What will I learn?
Unlock the power of causal inference with our comprehensive course tailored for economics professionals. Delve into data collection and management, mastering techniques like data cleansing and handling missing data. Explore key causal inference concepts and their importance in policy evaluation. Gain hands-on experience with statistical software, regression analysis, and interpreting outputs. Learn to communicate findings effectively, using methods like Instrumental Variables and Regression Discontinuity Design to make informed policy recommendations.
Apoia's Differentials
Develop skills
Strengthen the development of the practical skills listed below
Master data cleansing: Ensure accurate and reliable economic data analysis.
Handle missing data: Develop strategies to manage incomplete datasets effectively.
Apply causal inference: Evaluate policy impacts using advanced statistical methods.
Conduct regression analysis: Interpret complex economic relationships with precision.
Communicate findings: Present data-driven insights clearly and persuasively.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can adjust the chapters and the workload.
- Choose which chapter to start with
- Add or remove chapters
- Increase or decrease the course workload
Examples of chapters you can add
You will be able to generate more chapters like the examples below
This is a free course, focused on personal and professional development. It is not equivalent to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.