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Assuming zero-mean Gaussian measurement noise with covariance matrix, the collected observations have normal distribution of the form (7). In [14], the authors find the best linear-model fit to the data presumed to be generated by (6), and then infer parameters based on the derived linear model.
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This enables removal of most of hydrocarbon components of the diesel fuel matrix from the collected fraction.
Three fluorophore groups were identified from fluorescence excitation emission matrices (EEMs) of the collected samples by parallel factor analysis (PARAFAC) modeling.
Thus, the correlation matrix is prepared with the collected (tilde {y}(n)) samples with all the δ hypotheses.
In order to apply Otsu's algorithm, a matrix is formed from the collected data points where the row contains data points over all the frequency locations in the band of interest during one particular time instant, and the column represents the data points observed in that frequency bin over all time sweeps during the measurement process.
Among all the collected matrices the key dynamics of As release from the silty matrix to groundwater are then experimentally evaluated by subjecting the solid matrix to alternating aerobic/anaerobic settings under a range of redox and pH conditions consistent with field values.
Then, from the collected sensitivity coefficients, the matrix of quantification was constructed to identify the individual concentrations from a mixture.
Let us define Ω ≐ [ Ω · 1, …, Ω · r, …, Ω · R ] ∈ ℂ M t × R as the matrix collecting the code vectors of the R data streams.
where is the circularly symmetric complex Gaussian background noise with spectral height, and the matrix collects the multipath gain as (5).
The matrix that collects the STC operations for all groups is C A ( s ) = c A 1 ( s ) c A 2 ( s ) = s 1 - s 2 ∗ s 2 s 1 ∗ ⋮ ⋮ s M - 1 - s M ∗ s M s M - 1 ∗, (4).
We compared the sampled recruiter-recruit age matrix with the participant-contact age matrix collected in the Netherlands during POLYMOD (Van de Kassteele J, Van Eijkeren J, Wallinga J: Efficient estimation of age-specific social contact rates between men and women, in preparation) [ 9].
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com