Global Certificate in Causality Analysis Frameworks: Advanced
-- ViewingNowThe Global Certificate in Causality Analysis Frameworks is an advanced certificate course designed to equip learners with essential skills for analyzing causal relationships in various fields. This course emphasizes the importance of understanding cause-effect dynamics, thereby enabling learners to make data-driven decisions and predictions.
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โข Unit 1: Introduction to Causality Analysis Frameworks
โข Unit 2: Advanced Causal Inference Techniques
โข Unit 3: Propensity Score Matching and Weighting
โข Unit 4: Instrumental Variables and Two-Stage Least Squares
โข Unit 5: Regression Discontinuity Designs
โข Unit 6: Difference-in-Differences and Synthetic Control Methods
โข Unit 7: Time Series Analysis and Causality
โข Unit 8: Advanced Topics in Causal Graphical Models
โข Unit 9: Causal Mediation Analysis
โข Unit 10: Ethical Considerations in Causality Analysis
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