Search Results for author: Simon N. Wood

Found 3 papers, 3 papers with code

Additive stacking for disaggregate electricity demand forecasting

1 code implementation20 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.

Management

Computing AIC for black-box models using Generalised Degrees of Freedom: a comparison with cross-validation

1 code implementation9 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.

regression

An Extended Empirical Saddlepoint Approximation for Intractable Likelihoods

1 code implementation8 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

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