Certificate in Causal Inference Implementation
-- ViewingNowThe Certificate in Causal Inference Implementation is a comprehensive course that equips learners with essential skills in causal inference, a critical area of data science in high industry demand. This course is designed to provide a deep understanding of the principles and methods of causal inference, enabling learners to draw accurate conclusions from data and make informed decisions.
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โข Introduction to Causal Inference
โข Potential Outcomes Framework
โข Causal Graphical Models
โข Propensity Score Matching
โข Difference-in-Differences Estimation
โข Instrumental Variables
โข Regression Discontinuity Design
โข Causal Effect Heterogeneity
โข Evaluation of Causal Inference Methods
โข Applications of Causal Inference in Real-World Scenarios
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