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Humans-in-the-loop forecasting: integrating data science and business planning

The Unofficial Google Data Science Blog

With those stakes and the long forecast horizon, we do not rely on a single statistical model based on historical trends. Over the life of the forecast, the data scientist will publish historical accuracy metrics. But due to the long time lag between forecasts and actuals, these metrics alone are insufficient.