Assessing the Performance of Hierarchical Forecasting Methods on the Retail Sector

Comparison of stochastic and machine learning methods for multi-step ahead forecasting of hydrological processes

(2019) Georgia Papacharalampous et al.   STOCHASTIC ENVIRONMENTAL RESEARCH AND RISK ASSESSMENT

Predictability of monthly temperature and precipitation using automatic time series forecasting methods

(2018) Georgia Papacharalampous et al.   Acta Geophysica

Optimal forecast reconciliation for hierarchical and grouped time series through trace minimization

(2018) Shanika L Wickramasuriya et al.   JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION

Predictability of monthly temperature and precipitation using automatic time series forecasting methods

(2018) Georgia Papacharalampous et al.   Acta Geophysica

Integrated hierarchical forecasting

(2017) Clint L.P. Pennings et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Forecasting with temporal hierarchies

(2017) George Athanasopoulos et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Fast computation of reconciled forecasts for hierarchical and grouped time series

(2016) Rob J. Hyndman et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Supply chain forecasting: Theory, practice, their gap and the future

(2016) Aris A. Syntetos et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

The Sum and Its Parts: Judgmental Hierarchical Forecasting

(2016) Mirko Kremer et al.   MANAGEMENT SCIENCE

Performance of state space and ARIMA models for consumer retail sales forecasting

(2015) Patrícia Ramos et al.   ROBOTICS AND COMPUTER-INTEGRATED MANUFACTURING

Automatic Time Series Forecasting: TheforecastPackage forR

(2015) Rob J. Hyndman et al.   Journal of Statistical Software

Optimal combination forecasts for hierarchical time series

(2011) Rob J. Hyndman et al.   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Forecasting aggregate demand: An analytical evaluation of top-down versus bottom-up forecasting in a production planning framework

(2008) Handik Widiarta et al.   INTERNATIONAL JOURNAL OF PRODUCTION ECONOMICS