Distinct clusters were estimated using a hierarchical clustering of Euclidean distances with Ward's minimized variance as implemented in the R package mclust v3.4.8 [ 52, 53].
The batch form (59) was also shown in [11] for the receding horizon FIR filter with embedded unbiasedness and minimized variance.
Two different analysis of consistency were performed: one based on minimized, variance-weighted sum of squared residuals and another one based on the possibility of the most possible flux state or vector.
The BE plants in the Flex-BE scenario were grouped into two different technology clusters and these clusters were modelled in sequence using a rolling optimization of a 24-h time horizon with the objective function of a minimized daily variance of RL fluctuations.
(3) or (4) is also regarded as an optimal mean 1D conductivity profile in the sense that the variance of (Delta sigma (x,y,z)) is minimized (Rung-Arunwan et al. 2016).
We assume that the investigator is interested in the number of replicates, n, per subject, so that the variance of the estimate of θ is minimized, given that the total number of measurements is fixed a priori at N = nk.
When caliper matching was used, the sampling variance of the estimated treatment effect was minimized in 46 of the 96 scenarios when 2 1 matching was employed; in 46 of the 96 scenarios when 3 1 matching was employed; in 3 of 96 scenarios when 4 1 matching was employed; and in 1 of the 96 scenarios when 5 1 matching was employed.
iMLR has the advantage of explicitly removing "poor" predictor variables from a model, whereas other dimensionality reduction methods leave them as part of the model, either minimized or combined with other (e.g. latent) variables but nonetheless increasing the variance of the model fit.
The optimization model is formulated as a multi-dimensional search problem aimed to achieve minimized product of the total travel time associated with urban street network and the variance of travel time for unit distance of travel.
That's quite a variance of opinion.
