A dynamic product-level factor model with Bayesian variational inference improves predictive accuracy for consumer demand in high-dimensional retail settings by capturing inertia and correlated heterogeneity.
Journal of Applied Econometrics , volume=
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Dynamic Consumer Demand at Large Scale
A dynamic product-level factor model with Bayesian variational inference improves predictive accuracy for consumer demand in high-dimensional retail settings by capturing inertia and correlated heterogeneity.