Professional Certificate in Causal Relationship Validation
-- ViewingNowThe Professional Certificate in Causal Relationship Validation is a comprehensive course designed to equip learners with essential skills in identifying, analyzing, and validating causal relationships in various fields. This program emphasizes the importance of understanding causality in data-driven decision-making and policy-making, filling a critical gap in many industries' data analytics capabilities.
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โข Unit 1: Introduction to Causal Relationship Validation
โข Unit 2: Understanding Correlation and Causation
โข Unit 3: Principles of Statistical Analysis for Causal Inference
โข Unit 4: Propensity Score Matching
โข Unit 5: Regression Discontinuity Design
โข Unit 6: Difference-in-Differences Estimation
โข Unit 7: Instrumental Variables and Two-Stage Least Squares
โข Unit 8: Sensitivity Analysis in Causal Inference
โข Unit 9: Implementing Causal Relationship Validation in R
โข Unit 10: Real-World Applications of Causal Relationship Validation
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