Masterclass Certificate in Causal Impact Analysis
-- ViewingNowThe Masterclass Certificate in Causal Impact Analysis is a comprehensive course designed to equip learners with the essential skills to analyze and interpret causal relationships in data. This course is crucial in today's data-driven world, where businesses and organizations rely on data to make informed decisions.
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โข Unit 1: Introduction to Causal Impact Analysis
โข Unit 2: Understanding Causality and Counterfactuals
โข Unit 3: Propensity Score Matching
โข Unit 4: Difference-in-Differences (DID) Estimation
โข Unit 5: Regression Discontinuity Design (RDD)
โข Unit 6: Instrumental Variables (IV) Technique
โข Unit 7: Advanced Topics in Causal Inference
โข Unit 8: Evaluating Model Assumptions and Sensitivity Analysis
โข Unit 9: Implementing Causal Impact Analysis in R and Python
โข Unit 10: Real-world Case Studies in Causal Impact Analysis
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