Professional Certificate in Causal Relationship Modeling
-- ViewingNowThe Professional Certificate in Causal Relationship Modeling is a comprehensive course that equips learners with the essential skills to identify, analyze, and interpret causal relationships in data. This certification is crucial for professionals in various industries, including technology, finance, healthcare, and research.
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• Introduction to Causal Relationship Modeling
• Probability Theory and Causal Inference
• Graphical Models for Causal Analysis
• Propensity Score Matching and Weighting
• Instrumental Variables and Two-Stage Least Squares
• Regression Discontinuity Designs
• Difference-in-Differences Estimation
• Causal Forests and Generalized Random Forests
• Evaluation and Interpretation of Causal Models
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