Causal Inference Course
What will I learn?
Open your eyes to the power of figuring out cause and effect! This course is specially made for people who work with money matters and economics. We'll dive deep into collecting and taking care of data, becoming masters at cleaning data and dealing with data that's missing. We'll explore the main ideas behind figuring out cause and effect and why they're so important when deciding if a government policy is working. You'll get to use statistical software, do regression analysis, and understand what the outputs mean. You'll learn to talk about what you find in a way that people understand, using methods like Instrumental Variables and Regression Discontinuity Design, so you can make good suggestions about policy.
Apoia's Unique Benefits
Develop skills
Enhance your practical skills listed below
Be a data cleaning master: Make sure your economic data analysis is spot on and reliable.
Handle missing data like a pro: Come up with smart ways to deal with datasets that aren't complete.
Use figuring out cause and effect in real life: See if government policies are working by using advanced statistical methods.
Do regression analysis like a boss: Understand complex economic relationships with accuracy.
Talk about what you find clearly: Present insights from data in a way that convinces people.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can change 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 does not equate to a technical, undergraduate, or postgraduate course, but offers practical and relevant knowledge for your professional journey.