A hierarchical forecasting system using Bayesian-optimized ensembles plus top-down, MinTrace, harmonic alignment, and stratified scaling produces coherent forecasts, with mixed level-wise accuracy gains across four datasets.
A request-level guaranteed delivery advertising planning: Forecasting and allocation,
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A Comprehensive Forecasting Framework based on Multi-Stage Hierarchical Forecasting Reconciliation and Adjustment
A hierarchical forecasting system using Bayesian-optimized ensembles plus top-down, MinTrace, harmonic alignment, and stratified scaling produces coherent forecasts, with mixed level-wise accuracy gains across four datasets.