Certificate in Causal Inference for Analysts
-- ViewingNowThe Certificate in Causal Inference for Analysts is a comprehensive course designed to empower learners with critical skills in causal inference. This certification is crucial in today's data-driven world, where understanding the cause-effect relationship of various factors is vital for informed decision-making.
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โข Introduction to Causal Inference
โข Potential Outcomes Framework
โข Causal Graphs and Directed Acyclic Graphs (DAGs)
โข Estimation Techniques in Causal Inference
โข Propensity Score Matching
โข Difference-in-Differences (DID) Estimation
โข Instrumental Variables (IV) Methods
โข Regression Discontinuity Design
โข Sensitivity Analysis in Causal Inference
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