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Munene Laiboni

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Open access Sep 2026

A Hybrid FIGARCH–LSTM Early Warning System for Volatility Regime Transitions in a Frontier Market: Evidence from Kenya

Frontier financial markets face a diagnostic gap in forecasting volatility: linear and single-regime GARCH fails to capture breaks, spillovers, and regime transitions. Despite the importance of these markets, there is a gap in the literature: lack of a Kenya-specific, regime-sensitive Early Warning System (EWS) that ca...

Abraham Kisembe Wawire, C. Simiyu, Munene Laiboni et al. · 0 citations

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