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Thus, principal components extracted from observing matrix not only represent the most difference of the calibration spectra, but also relate to the concentration data as closely as possible.
Intensity data of all characteristic peaks would be employed in modeling process, and redundant information contained in spectra would be eliminated through principal component analysis of observing matrix.
The assumed iid property of microsatellite loci implies that the likelihood of observing matrix y is We obtained maximum likelihood estimates of birth and death rates, and, by numerically maximizing the above likelihood with respect to λ and μ using custom C++ and R code.
Principal components of observing matrix composed of centered SERS spectra were extracted in sequence to maximize its covariance with solution concentration, and the regression coefficient between observing matrix and concentration was determined.
where the observing matrix Θ = Φ Ψ∈CM × N. Based on CS theory, the reconstruction of the sparse coefficient s can be resolved by the following optimization problem.
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Model simulations of unsaturated flow are evaluated by comparing the simulated and observed matrix saturations.
The multivariate normal (N_{4}left (0,J(widehat {boldsymbol {theta }})^{-1}right)) distribution, where (J widehat {boldsymbol {theta }})^{-1}) is the inverse observed matrix evaluated at ({boldsymbol {theta }}=widehat {boldsymbol {theta }}), can be used to construct approximate confidence intervals for the parameters.
Aguilera-Luiz et al. [ 6] also observed matrix effects by the analysis of veterinary drug in milk.
The observed matrix effect on the assay was lower in the samples with higher dilution factor and varied between different matrices.
We did not observe filamentous projections from the ILsh into the lumen as reported by Ware et al. (1975), but observed matrix-filled invaginations into the IL2 PCMC.
Future foci can be multiple-scale, high-accuracy observing matrices and seamless simulations from mesoscale circulations to large eddies, which are crucial for understanding small-scale structures of energy and water exchange and their connection with oasis-desert interaction.
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