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Higher sample size may reveal more information on the application of the likelihood ratio in sex inference from minutiae density.
We should also acknowledge that the application of the likelihood ratio approach in research may prove challenging in some situations.
Every major step can also be efficiently parallelized, and the building of the relevance network, the application of the likelihood ratio test and the application of the data processing inequality are parallelized in our reference implementation.
The associated 95% confidence interval was obtained finding the values of λ for which the application of the likelihood test would not reject the null hypothesis of λ ≠ λ0, where λ0 is the value lambda found by the maximum likelihood-based method described above.
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Fourth, It should be pointed out that the diagnostic performance is dependent on the prior probability of the outcome of interest: While the diagnostic performance in terms of likelihood ratios is considered to be rather stable across cohorts, the application of these likelihood ratios in cohorts with other prior probabilities are very different.
The results of these statistical analyses suggested the need to group some LULC types and the application of the Maximum Likelihood Classifier (MLC) for supervised classification provided a LULC map with the highest accuracy (81%) after consolidation of perennial LULC types, such as bush fallow, forest fallow and cocoa plantations.
The Fisher information matrix F is calculated from (34) and application of the log likelihood function (24).
Figure 16 Application of the maximum likelihood algorithm on the distance on the magenta group brings the (black dotted) typical circles closer to the target.
Most of them are based on accurate phylogenetic tree reconstructions, which demand a large amount computation, because of their application of the maximum likelihood strategy.
The general application of the maximum likelihood (MLHD) classifier implemented in a genetic algorithm to microarray datasets was demonstrated by Trevino and Ooi [ 25, 26].
The manuscript describes the application of the pseudo-likelihood approach, first described by Balakrishnan et al. (2011), to the determination of interacting residues across protein-protein interfaces.
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