Executive Development Programme in Causal Impact Assessment
-- ViewingNowThe Executive Development Programme in Causal Impact Assessment is a certificate course designed to empower professionals with the essential skills to evaluate the outcomes of their initiatives accurately. In today's data-driven world, demonstrating the causal impact of decisions is crucial for career advancement and organizational success.
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โข Introduction to Causal Impact Assessment: Defining causal impact, understanding its importance, and exploring the challenges in measuring it.
โข Study Design for Causal Impact: Discussing experimental and observational studies, potential outcomes framework, and threats to validity.
โข Propensity Score Matching: Understanding the concept, its implementation, and advantages in reducing selection bias.
โข Difference-in-Differences (DID) Estimation: Explanation of the method, assumptions, and applications in causal impact assessment.
โข Regression Discontinuity Design (RDD): Learning about the technique, its types, and strengths in estimating causal effects.
โข Instrumental Variables (IV) Approach: Comprehending the IV method, its assumptions, and application in overcoming endogeneity issues.
โข Regression Analysis for Causal Impact: Applying linear and logistic regression models to estimate causal relationships.
โข Sensitivity Analysis in Causal Impact: Understanding the concept, methods, and role in assessing robustness of causal estimates.
โข Communicating Causal Impact Findings: Developing skills in presenting results, interpretations, and implications to various stakeholders.
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