Professional Certificate in Causal Relationship Analysis Techniques
-- ViewingNowThe Professional Certificate in Causal Relationship Analysis Techniques is a comprehensive course designed to empower learners with critical skills in causal analysis. This program is essential for professionals seeking to understand the intricate relationship between variables and make data-driven decisions.
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โข Unit 1: Introduction to Causal Relationship Analysis Techniques
โข Unit 2: Understanding Causality and Correlation
โข Unit 3: Data Collection Techniques for Causal Analysis
โข Unit 4: Data Preprocessing for Causal Relationship Analysis
โข Unit 5: Statistical Methods for Causal Inference
โข Unit 6: Propensity Score Matching
โข Unit 7: Regression Discontinuity Design
โข Unit 8: Difference-in-Differences Estimation
โข Unit 9: Instrumental Variables Techniques
โข Unit 10: Communicating Causal Analysis Results
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