Masterclass Certificate in Causal Inference Models: Impactful Analytics
-- ViewingNowThe Masterclass Certificate in Causal Inference Models: Impactful Analytics is a comprehensive course designed to equip learners with essential skills in causal inference models. This course is critical for professionals working in data analysis, statistics, and research, where understanding the cause-and-effect relationship between variables is vital.
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โข Introduction to Causal Inference Models
โข Types of Causal Inference: Potential Outcomes, Difference-in-Differences, Instrumental Variables
โข Propensity Score Matching and Weighting
โข Regression Discontinuity Designs
โข Causal Inference in Machine Learning
โข Evaluating Causal Inferences: Bias, Variance, and Mean Squared Error
โข Advanced Topics: Instrumental Variables, Mediation Analysis, Time-varying Treatments
โข Applications of Causal Inference in Business, Policy, and Healthcare
โข Communicating Causal Inferences: Visualization and Interpretation
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