Regime-Arrival Uncertainty in Generalization Bounds under Distribution Shift

In three linesTheoretical paper on generalization bounds under distribution shift. Proposes framework quantifying extra risk from regime composition mismatch in Markov-switching environments, with exact decomposition and minimax lower bounds. Tested on 25 years of global equity indices.

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