Sentence examples for maximising the variance from inspiring English sources

Secondly, this formula is used to develop a set of generic design principles/heuristics for maximising the variance reduction of process streams.

PCs are found as linear combinations of explanatory variables by maximising the variance of projected data.

Axes represent the first two principal coordinates maximising the variance in the data (PC 1 and PC 2).

The first FPC, ξ1 t), is found by maximising the variance of the principal component scores z1 i subject to the constraint∫  ξ1 t) dt = 1.

PLS only examines the explicitly stated covariances in the model [ 76] and focuses on maximising the variance of the dependent variables which are explained by the independent ones [ 77].

An FPC curve ξ κ (t) and its corresponding FPC scores z κi, κ = 1, …, , for individuals i = 1, …,  n, are estimated simultaneously by finding a weight function ξ(t) defined over the same range of t as the functional data x i (t), maximising the variance of the corresponding individual FPC scores z i, given by z i  = ∫  ξ(t) x i (t) dt, subject to constraints.

In the absence of such prior information, PCA finds the linear mapping that maximises the variance; this is not necessarily the optimal mapping.

The HAC aims to minimise the variance within clusters and maximise the variance between them.

The method was compared to a recently published core set method that maximises the variance of a hypothetical population that could be obtained by interbreeding the conserved breeds (MVO core set).

That is, pathway score is equal to ∑ w i x i, a weighted average expression among the BAD pathway genes, where x i represents gene i expression level, w i is the corresponding weight (loading coefficient) with ∑ w 2 i =1, and the w i values maximise the variance of ∑ w i x i.

Maximising the inter-group variance and minimising the intra-group variance achieve this.