Techniques for Microsimulation and Distributional Analysis
Monday
- EcoMod Introductory session (all groups)
- General introduction to microsimulation methods: definition, objectives and application context.
- Monetary poverty measures: definition and decomposition
- General introduction to STATA
- Application with DASP package – Poverty
Tuesday
- Inequality measures: axiomatic definition and properties
- Foundations of distributional analysis: Theory and practice
- Density analysis
- Stochastic dominance in poverty
- Application with DASP package
- Inequality
- Density and stochastic dominance
- Team-building and problem-oriented discussions for participants application
Wednesday
- Foundations of distributional analysis: Theory and practice - Continued
- Pro-poor analysis methods (Elasticities, policies incidence curves, …)
- Application with DASP package - Pro-poor analysis
- Microsimulation analysis of tax reforms (taxation - subsidies, etc.)
- Theoretical framework
- Shapley decomposition
- Article presentation and technical discussion: Abdelkhalek, T., & Boccanfuso, D. (2023). Is the Moroccan Fiscal System Progressive?: A Shapley Decomposition. CIRANO.
- On-machine teams case studies by participants on their own data
Thursday
- Microsimulation, social protection and benefit analysis
- Theory and distributional analysis
- Practical: Introduction to SUBSIM and ADePT packages under STATA
- Article presentation and technical discussion: Abdelkhalek, T., & Boccanfuso, D. (2025). Generalization of family allowances and impact on monetary child poverty and vulnerability in the post-covid period in Morocco. Applied Economics, 57(21), 2711-2725.
- On-machine teams case studies by participants on their own data
Friday
- Clinical session and Q&A on the teams case studies
- Presentation and discussion of project by the Teams
- Discussion and roadmap for future use of microsimulation methods by the participants