Irina Grossman

Methods for Small Area Population Forecasts: State-of-the-Art and Research Needs

Tom Wilson, Irina Grossman, Monica Alexander et al. · Population Research and Policy Review · 2021 · 70 citations · Full text

Forecasting Methodology, Probabilistic Forecasting, Engineering +10

Can machine learning improve small area population forecasts? A forecast combination approach

Irina Grossman, Kasun Bandara, Tom Wilson et al. · Computers Environment and Urban Systems · 2022 · 29 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +10

Forecasting small area populations with long short-term memory networks

Irina Grossman, Tom Wilson, Jeromey Temple · Socio-Economic Planning Sciences · 2023 · 18 citations · Full text

Forecasting Methodology, Recurrent Neural Network, Engineering +14

Evaluation of the best M4 competition methods for small area population forecasting

Tom Wilson, Irina Grossman, Jeromey Temple · International Journal of Forecasting · 2021 · 10 citations

Evaluating Alternative Implementations of the Hamilton-Perry Model for Small Area Population Forecasts: the Case of Australia

Tom Wilson, Irina Grossman · Spatial Demography · 2022 · 10 citations