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The results proved that the use of robust methods is advantageous in the estimation problems where noise and deviations are significant, such as in biological and medical applications.
This special hierarchical structure is very advantageous for parameter estimation.
On the basis of the results obtained, the most advantageous material for estimation of nonoccupational exposure to arsenic seems to be hair, in spite of some problems with the decontamination procedure involved.
This feature of fast fundamental frequency estimation is advantageous in the field of real-time analysis of speech signals.
This model formulation with global parameters can be advantageous in a parameter estimation framework, when evaluating the Cramér Rao bound (CRB), for instance.
This is advantageous for stable parameter estimation.
Long – and likely more informative - loci have been suggested as advantageous for species tree estimation, especially when coalescent methods are used [ 56].
Because we observed similar effects of reward across all three experiments, it is best to combine the results of all three of our studies into one comprehensive analysis, which is possible and advantageous when using hierarchical estimation techniques.
Light interception is commonly measured with expensive equipment or estimated with elaborate models; simpler and more economical ways of estimation would be advantageous.
Based on simulated data, where the true model structure and parameter values are known (Fig. 2), we show that for the case of uninformative data, NLME is advantageous over STS regarding parameter estimation: both kinetic and noise parameters were estimated significantly closer to the true values compared to estimating the parameters using STS.
In such cases, using nonparametric methods for estimation may be advantageous.
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