Certificate in Causal Inference Models: Advanced Techniques
-- ViewingNowThe Certificate in Causal Inference Models: Advanced Techniques is a comprehensive course that equips learners with the essential skills needed to analyze and interpret complex data. This certificate program focuses on the importance of causal inference models and their advanced techniques, which are increasingly in demand in today's data-driven industries.
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โข Advanced Causal Inference Theories
โข Propensity Score Matching
โข Inverse Probability Weighting
โข Difference-in-Differences Estimation
โข Regression Discontinuity Design
โข Instrumental Variables Method
โข G-computation and Monte Carlo methods
โข Fuzzy Regression Discontinuity Design
โข Dynamic Treatment Effects Models
โข Causal Inference in Machine Learning
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