Professional Certificate in Causal Research Techniques
-- ViewingNowThe Professional Certificate in Causal Research Techniques is a comprehensive course designed to equip learners with essential skills in causal research methods. This program emphasizes the importance of understanding cause-and-effect relationships in data analysis, a critical skill in today's data-driven economy.
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Unit 1: Introduction to Causal Research Techniques
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Unit 2: Experimental Design and Implementation
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Unit 3: Quasi-Experimental Designs in Causal Research
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Unit 4: Regression Analysis and Causal Inference
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Unit 5: Propensity Score Matching and Weighting
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Unit 6: Difference-in-Differences Estimation
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Unit 7: Instrumental Variables and Two-Stage Least Squares
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Unit 8: Natural Experiments and Regression Discontinuity Designs
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Unit 9: Causal Inference in Observational Studies
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Unit 10: Advanced Topics in Causal Research Techniques
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