A new Information Aggregation Mechanism (IAM), developed via laboratory experimental methods, is implemented inside … to collect and quantize as probability distributions dispersed, subjectively held information. IAM participants …' incentives support timely information revelation and the emergence of consensus beliefs over future outcomes. Empirical tests …

following actual earnings outcome. Using an experiment, we present evidence that investors react negatively to forecast … information disaggregation …

using time series aggregation as an additional regressor. To address the lack of sales coherence within predefined business … sales history to establish more coherent aggregation clusters. We conduct a comprehensive case study featuring over 3000 … forecasting models for time series characterized by intermittent demand and high variations in sales quantity through the …