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This can be refined using a Monte Carlo evaluation of parameter likelihoods as probability density functions.
The approach provides useful estimates which, despite the crude approach of the current study, can readily be refined using a similar analytic strategy but deriving the data from a systematic, experimental approach and using more sophisticated informatic tools.
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In the second part of the paper, the algorithm is refined using a recently developed subspace estimation tool, the Signed URV algorithm, which is closely related to the GSVD but can be computed non-iteratively and allows for efficient subspace tracking.
The nodes organize into collaborative subtrees, then using simple geometric relationships each node constructs a position estimate and finally the estimate is refined using a least-squares method.
Therefore, the local motion of a pixel, whose matching error is larger than a threshold after the global motion compensation, is refined using a bilateral block matching procedure.
After pilot-based estimates of h 0, h 2 and τ are obtained, they are refined using a code-aided EM approach.
A corresponding HC data set was inferred in their study by first determining 'socio-affinity' scores for each pair of proteins followed by an iterative clustering procedure that was refined using a curated set of protein complexes [46].
In the second step, this initial classification is refined using a Gaussian Hidden Markov Random Field (GHMRF) model.
Specific regression models were refined using a statistical selection procedure: successive variable elimination based on Akaike's Information Criterion.
The resulting data was refined using a score value of 7 to match the approximate lowest score obtained in the predicted TFBSs data file at 95% threshold.
The occcupancy and B factor for this crystal form were refined using a procedure similar to that just described for Cat-NO.
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