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Causal Inference Course
Unlock the power of causal inference with our comprehensive course tailored for economics professionals in South Africa. Dive into data collection and management, mastering techniques like data cleaning and handling missing data. Explore key causal inference concepts and their importance in policy evaluation within the South African context. 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 relevant to South Africa.
- Master data cleaning: Ensure accurate and reliable economic data analysis relevant to the South African context.
- Handle missing data: Develop strategies to manage incomplete datasets effectively, specifically addressing challenges common in South African data.
- Apply causal inference: Evaluate policy impacts using advanced statistical methods applicable to South African policy evaluation.
- Conduct regression analysis: Interpret complex economic relationships with precision within the South African economic landscape.
- Communicate findings: Present data-driven insights clearly and persuasively, tailored for South African audiences and stakeholders.
from 4 to 360h flexible workload
certificate recognized by MEC
What will I learn?
Unlock the power of causal inference with our comprehensive course tailored for economics professionals in South Africa. Dive into data collection and management, mastering techniques like data cleaning and handling missing data. Explore key causal inference concepts and their importance in policy evaluation within the South African context. 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 relevant to South Africa.
Elevify advantages
Develop skills
- Master data cleaning: Ensure accurate and reliable economic data analysis relevant to the South African context.
- Handle missing data: Develop strategies to manage incomplete datasets effectively, specifically addressing challenges common in South African data.
- Apply causal inference: Evaluate policy impacts using advanced statistical methods applicable to South African policy evaluation.
- Conduct regression analysis: Interpret complex economic relationships with precision within the South African economic landscape.
- Communicate findings: Present data-driven insights clearly and persuasively, tailored for South African audiences and stakeholders.
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