Global Certificate in Causality Analysis Frameworks: Advanced Approaches
-- ViewingNowThe Global Certificate in Causality Analysis Frameworks: Advanced Approaches is a comprehensive course designed to equip learners with the essential skills needed to analyze causal relationships in various industries. This certification program focuses on advanced approaches to causal inference, providing a deep understanding of the principles and techniques required to draw valid conclusions from complex data sets.
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โข Causality Analysis Fundamentals
โข Advanced Causal Inference Techniques
โข Propensity Score Matching and Weighting
โข Instrumental Variables and Two-Stage Least Squares
โข Regression Discontinuity Designs
โข Difference-in-Differences Estimation
โข Longitudinal and Panel Data Analysis
โข Graphical Models for Causal Inference
โข Sensitivity Analysis in Causal Inference
โข Machine Learning for Causal Inference
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