Causal Inference Course
What will I learn?
Unlock the power of causal inference with our comprehensive course, tailored specifically for economics professionals in Ireland. Delve into data collection and management, mastering techniques like data cleaning and handling missing data with an Irish perspective. Explore key causal inference concepts and their importance in Irish policy evaluation. Get practical experience with statistical software, regression analysis, and interpreting outputs in an Irish context. Learn to communicate findings effectively, using methods like Instrumental Variables and Regression Discontinuity Design to make informed policy recommendations applicable to Ireland.
Apoia's Advantages
Develop skills
Strengthen the development of the practical skills listed below
Master data cleaning: Ensure accurate and reliable economic data analysis, tailored for Irish datasets.
Handle missing data: Develop strategies to manage incomplete datasets effectively, considering the nuances of Irish data.
Apply causal inference: Evaluate policy impacts using advanced statistical methods, relevant to the Irish economic landscape.
Conduct regression analysis: Interpret complex economic relationships with precision, using examples and data relevant to Ireland.
Communicate findings: Present data-driven insights clearly and persuasively, targeted at an Irish audience.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change 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.