Causal Inference Course
What will I learn?
Unlock the power of causal inference with our comprehensive course, specially designed for economics professionals in India. Delve into data collection and management, mastering essential techniques like data cleaning and handling missing data effectively. Explore core causal inference concepts and their crucial role in policy evaluation within the Indian context. Gain practical, hands-on experience with statistical software, regression analysis, and interpreting results. Learn to communicate findings clearly and effectively, utilising methods such as Instrumental Variables and Regression Discontinuity Design to formulate well-informed policy recommendations relevant to India.
Apoia's Advantages
Develop skills
Enhance the development of the practical skills mentioned below
Master data cleaning: Ensure accurate and reliable economic data analysis for the Indian context.
Handle missing data: Develop effective strategies for managing incomplete datasets, applicable to Indian economic data.
Apply causal inference: Evaluate policy impacts using advanced statistical methods relevant to the Indian economy.
Conduct regression analysis: Interpret complex economic relationships with precision, focusing on Indian economic scenarios.
Communicate findings: Present data-driven insights clearly and persuasively, tailored for an Indian audience.
Suggested summary
Workload: between 4 and 360 hours
Before starting, you can modify 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 provides practical and relevant knowledge for your professional journey.