1 code implementation • 20 May 2020 • Christian Capezza, Biagio Palumbo, Yannig Goude, Simon N. Wood, Matteo Fasiolo
We focus on forecasting demand at the individual household level, which is more challenging than forecasting aggregate demand, due to the lower signal-to-noise ratio and to the heterogeneity of consumption patterns across households.
1 code implementation • 9 Mar 2016 • Severin Hauenstein, Carsten F. Dormann, Simon N. Wood
Generalised Degrees of Freedom (GDF), as defined by Ye (1998 JASA 93:120-131), represent the sensitivity of model fits to perturbations of the data.
1 code implementation • 8 Jan 2016 • Matteo Fasiolo, Simon N. Wood, Florian Hartig, Mark V. Bravington
The challenges posed by complex stochastic models used in computational ecology, biology and genetics have stimulated the development of approximate approaches to statistical inference.
Methodology Applications