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We establish consistency of posterior distribution when a Gaussian process prior is used as a prior distribution for the unknown binary regression function.
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We established consistency between these algorithms with known biophysical and evolutionary trends for amino-acid substitutions, and could thus recapitulate known protein side-chain interactions and predict novel ones.
In particular, for sequential D-optimality under a general nonlinear location-scale model for binary experiments, we establish posterior consistency, consistency of the design measure, and the asymptotic normality of posterior following the design.
Therefore, we developed SYRCLE's RoB tool to establish consistency and avoid discrepancies in assessing risk of bias in SRs of animal intervention studies.
We develop the variational form of the method and establish consistency.
We first develop the variational form of the method and establish consistency.
In this article, we consider the least-squares approach for estimating parameters of a spatial variogram and establish consistency and asymptotic normality of these estimators under general conditions.
When Perkins received Wolfe's typescript, the Bruccolis suggest, his job was to give it a light editing to correct obvious errors and establish consistency in spelling and punctuation.
Mathematicism is manifested in Western philosophy in at least three ways: (1) General mathematical methods of investigation can be used to establish consistency of meaning and completeness of analysis.
The major aim is to establish consistency across the medical spectrum so that communication is facilitated.
Obviously the above limitation does not apply, and the Tarski model mentioned in Section 3.4 will suffice to establish consistency.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com