Certificate in Causal Inference Methods for Data Analysis
-- ViewingNowThe Certificate in Causal Inference Methods for Data Analysis is a comprehensive course that equips learners with essential skills to understand and implement causal inference methods in data analysis. This course is vital for professionals seeking to make informed decisions based on data-driven insights, as it provides a solid foundation in the principles and techniques of causal inference.
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โข Introduction to Causal Inference Methods
โข Potential Outcomes Framework
โข Propensity Score Matching
โข Difference-in-Differences Estimation
โข Instrumental Variables Method
โข Regression Discontinuity Design
โข Causal Forests and Machine Learning
โข Sensitivity Analysis in Causal Inference
โข Evaluation of Causal Inference Results
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