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The first imported Ebola case in Kenya triggered a swift public‑health response, quarantining eight family members and twenty‑one healthcare workers. For traders, such sudden health‑related shocks illustrate how real‑world events can create short‑lived pricing dislocations and how disciplined edge calculation protects profitability. This article connects the epidemiological event to core quantitative methods—risk sizing, cost assessment, and statistical validation—using a verified edge example. Event‑Driven Market Dynamics When an unexpected health crisis emerges, markets react to both the immediate news and the anticipated policy measures. In Kenya, the government’s enhanced response signals potential travel restrictions, supply‑chain interruptions, and heightened uncertainty in regional equities and commodity contracts....