Forecasting Multivariate Time Series under Predictive Heterogeneity: A Validation-Driven Clustering Framework
arXiv:2604.13748v1 Announce Type: cross
Abstract: We study adaptive pooling under predictive heterogeneity in high-dimensional multivariate time series forecasting, where global models improve statistical efficiency but may fail to capture heterogeneo…