Part four of the time-series field guide: keeping watch after deployment. Once a model is live, the data shifts, sensors break, and forecasts quietly rot — this is how to catch it, in plain words with interactive simulations.

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The monograph lives at its own URL in the warm-paper layout, with figures, interactive simulations, and worked examples in plain words.


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