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Designs are proposed with the aim of minimising the variance of the Gaussian process parameter estimates.
The focus now centres on specifying an I-optimal design for minimising the variance of prediction from fitting observations to model (7).
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Linear discriminant analysis determines the discriminant function that maximises the variances in the data between groups while minimising the variances between members of the same group.
This is to minimise the variance between people and ensure that when we measure something, it's the effect of what we're testing and not the result of differences in people's circadian timing.
Centralised TSO based charging strategies include [34], where serial quadratic programming techniques were used to minimise the variance in the U.K. national demand profile, and [35] which examined the use of quadratic programming for load flattening under different penetrations of EVs.
It appears to be a general organising principle that in the presence of noise that scales with the magnitude of the motor output, the CNS selects movement trajectories that minimise the variance of the terminal position of the limb [13].
The HAC aims to minimise the variance within clusters and maximise the variance between them.
But the aim of developing and using robust sampling plans is to minimise the variances and reduce the uncertainties surrounding results.
An easy way to evaluate consistency is to find the flux vector v fulfilling (2) and (3) that minimises the (variance-weighted) sum of errors: (4) min Φ = e m T · F − 1 · e m s.
Goos et al. [15] recommended applying the I-optimality criterion, which are designs minimising the integrated variance of the predicted responses over the domain of the mixture settings, for constraint mixture experiments.
Minimising the load variance (thereby flattening the load profile): [37, 46] Jleft( varvec{C} right) = mathop sum limits_{k = 1}^{M} left( {P_{text{sub}}^{0} (k) - overline{{P_{text{sub}}^{0} }} } right)^{2} (13 where (overline{{P_{text{sub}}^{0} }}) is defined as the average power consumption measured at the main transformer over the course of M time slots.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com