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It shows how the regression calibration approach can be used to minimize the resulting bias in the model and in the estimates of the model parameters, as well as to find correct estimates of the corresponding variances.
These individual losses allow estimates of the corresponding losses at population level.
The proof is based on detailed Lpestimates of the approximate solutions, H-1compactness estimates of the corresponding entropy dissipation measures, and some compensated compactness frameworks.
With the local estimates of the corresponding neighbors at hand, each node updates its multipliers as in (32).
For this, reliable estimates of the corresponding desired speech and interference power spectral densities (PSDs) are required.
It has been found that small redundancy indices may result in the divergence of the estimates of the corresponding variance components.
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Thus in our procedure from time to time new clusters will be formed, composed only by a few data points, not sufficient to obtain a positive definite estimate of the corresponding covariance matrix using the classical sample covariance estimator.
This also provides an estimate of the corresponding bit if no iterative detection is employed.
Finally, each comparison includes an estimate of the corresponding Bayes factor of the alternative hypothesis (H1) against the null (H0), reported as BF 10, and calculated using the Jeffrey-Zellner-Siow prior (Zellner & Siow, 1980).
Each head sensor (C_{rho _{ell },0}) averages the positions of the informative sensors in subset ({mathcal {S}}_{rho _{ell },0}) to be the initial estimate of the corresponding target ρ ℓ.
In the skew t-distributed case, at every time step, the filter requires an estimate of the corresponding mean and covariance, m k (ϕ k ) and R k (ϕ k ), respectively.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com