Hannah Comiskey

Coherent Hierarchical Forecasting for Proportion and Discrete Time Series

Hierarchical and grouped time series arise when a multivariate time series is forced to satisfy a set of aggregation constraints, motivating forecast reconciliation methods that ensure coherent forecasts of such hierarchical structures. Many real-world applications involve discrete or bounded supports, introducing addi...