Professional Certificate in Causal Inference Approaches: Results-Oriented Approaches
-- ViewingNowThe Professional Certificate in Causal Inference Approaches is a results-oriented course that equips learners with essential skills for data analysis and decision-making. The course focuses on teaching learners how to identify causal relationships between variables, analyze data using statistical methods, and make data-driven decisions in various industries, including healthcare, finance, and technology.
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โข Introduction to Causal Inference
โข Potential Outcomes Framework
โข Propensity Score Matching
โข Instrumental Variables Estimation
โข Difference-in-Differences Analysis
โข Regression Discontinuity Design
โข Causal Forests and Tree-Based Methods
โข Sensitivity Analysis in Causal Inference
โข Evaluating Causal Effects: Model Checking and Validation
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