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  From Deterministic Estimates to Probabilistic Inference: Advancing the Measurement of Violence‑Induced Human Capital Loss in Haiti Patrick Prézeau Stephenson , Christian Louis , and Raymond F. Lerebours POLLNEX Insights, 2026. (Le Français suit) Abstract In 2025, Surin introduced the first macro‑economic quantification of gang‑related mortality in Haiti using a deterministic valuation of human capital loss. While foundational, deterministic methods impose fixed parameters on a context characterized by extreme uncertainty, data scarcity, and structural volatility. This article demonstrates why a probabilistic Monte Carlo framework—implemented in 2026 using POLLNEX’s simulation engine—constitutes a qualitative and methodological advance. By incorporating parameter uncertainty, distributional variability, and stochastic dynamics, the probabilistic approach yields more robust, policy‑relevant estimates of violence‑induced economic loss. 1. Introduction Surin’s L’hémorragie invisible...

  The Unseen Power: Why the U.S. Fears the Full Potential of the Haitian Diaspora By Patrick Prézeau Stephenson ( Le Français suit ) The Haitian diaspora in the United States represents a formidable and influential community, one that holds the potential to significantly influence both Haitian and American political landscapes. Despite their substantial contributions and growing influence, there seems to be an undercurrent of apprehension within U.S. policy circles about the diaspora realizing its full potential. This fear stems from a combination of historical, socio-political, and economic factors. A Growing Force The Haitian diaspora in the U.S. is estimated to be between 850,000 and 1 million strong, making it one of the fastest-growing ethnic groups in the country. This burgeoning population has seen significant strides in political engagement and advocacy. Haitian-Americans are increasingly finding their voice in politics, the church, and various professional sectors,...