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Bias-variance decomposition in Genetic Programming

open access: yesOpen Mathematics, 2016
We study properties of Linear Genetic Programming (LGP) through several regression and classification benchmarks. In each problem, we decompose the results into bias and variance components, and explore the effect of varying certain key parameters on the
Kowaliw Taras, Doursat René
doaj   +3 more sources

Variance decomposition in stochastic simulators [PDF]

open access: yesThe Journal of Chemical Physics, 2015
This work aims at the development of a mathematical and computational approach that enables quantification of the inherent sources of stochasticity and of the corresponding sensitivities in stochastic simulations of chemical reaction networks. The approach is based on reformulating the system dynamics as being generated by independent standardized ...
Le Maître, O. P.   +2 more
openaire   +4 more sources

Modelling volatility by variance decomposition [PDF]

open access: yesJournal of Econometrics, 2013
zbMATH Open Web Interface contents unavailable due to conflicting licenses.
Amado, Cristina   +1 more
openaire   +8 more sources

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