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  • Techniques for Microsimulation and Distributional Analysis

Techniques for Microsimulation and Distributional Analysis

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  • Overview
  • Content

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

 

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