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Bike Share Demand Forecasting

Data Skeptic

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The Interaction Between Forecasting and Decision Making

We wanted to embed as many assumptions as possible in the forecasting models. In particular, we using what is standard in literature, which is based on cewing theory and cuing models. These all assume some kind of possom nature of our demand. And so we try to embed all these assumptions in our forecasting up. The best prediction performance is not necessarily correlated with the best decision performance down stream.

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