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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⢠Unit 1: Introduction to Causality Analysis Frameworks
⢠Unit 2: Advanced Causal Inference Techniques
⢠Unit 3: Propensity Score Matching and Weighting
⢠Unit 4: Instrumental Variables and Two-Stage Least Squares
⢠Unit 5: Regression Discontinuity Designs
⢠Unit 6: Difference-in-Differences and Synthetic Control Methods
⢠Unit 7: Time Series Analysis and Causality
⢠Unit 8: Advanced Topics in Causal Graphical Models
⢠Unit 9: Causal Mediation Analysis
⢠Unit 10: Ethical Considerations in Causality Analysis
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