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Tag: demand

  • Beyond Demand Estimation: Consumer Surplus Evaluation via Cumulative Propensity Weights

    Beyond Demand Estimation: Consumer Surplus Evaluation via Cumulative Propensity Weights arXiv:2601.01029v1 Announce Type: new Abstract: This paper develops a practical framework for using observational data to audit the consumer surplus effects of AI-driven decisions, specifically in targeted pricing and algorithmic lending. Traditional approaches first estimate demand functions and then integrate to compute consumer surplus, but…

  • Demand Forecasting with Darts: A Tutorial

    Demand Forecasting with Darts: A Tutorial A hands-on tutorial with Python and Darts for demand forecasting, showcasing the power of TiDE and TFT Photo by Victoriano Izquierdo on Unsplash Demand forecasting for retailing companies can become a complex task, as several factors need to be considered from the start of the project to the final deployment. This…