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Exploring price and cross elasticities in product portfolios, measuring cannibalization effects and optimizing for product portfolio profits
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Compare multiple product elasticity estimates obtained from separate individual models vs. a single hierarchical model.- Published on
Synthesize a time series dataset that can be used for modeling both price and cross elasticity of demand, and for optimizing product portfolios.- Published on
Using Bayesian Optimization and HyperOpt on Ray Tune to optimize models.- Published on
Tuning models often involves making tweaks and running experiments over and over again. Track changes and version control experiments using WandB.