As PDC, also DTF complies with the necessity of using a multivariate approach as opposed to pair-wise calculation in assessing the information flow between physiological time series [59], [60].
Simrank considered all regions of both the query and database sequences in each pair-wise calculation of similarity.
The flow-position-wise calculation of probabilities ensures that the two flow values in question always relate to the same nucleotide (see Fig. 2).
Processing and analysis of functional MRI data were carried out with BrainVoyager® (BrainInnovation, Maastricht, Netherlands; http://www.brainvoyager.com), including motion correction, spatial and temporal smoothing and voxel-wise calculation of BOLD activation using linear cross-correlations.
where ∇ H α ( H ) = ∇ H + α ( H ) - ∇ H - α ( H ), both ⊙ and / denote element-wise calculations, A∘B denotes J×K×P tensor with elements a j p b k p when A and B are J×P and K×P[27], and 〈A,B〉{C},{D} denotes a contracted product [15].
From our results, conclusions can be drawn as to which European populations can be combined in GWAS, considering the pair-wise calculations of inflation factor λ and Fst values, although meta-analyses may often be a more appropriate option [28], [29].
However, software which enables matrix calculations is usually designed so that such computations are much faster than element-wise calculations.
The total number of pair-wise calculations including the three parents (Pound 7, UF273 Type I and UF273 Type II) is 31,626.
The logic of a proof in Taylor and Muller ([ 16] equations 2.1-2.13 and surrounding text) guarantees that accurate confidence regions are provided by the point-wise calculations.
Due to the number of pair-wise calculations needed, extant LSA is computationally onerous when m is large, limiting its use to datasets where the number of observed variables at each time point is small (< 100).
