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Since Maximum Likelihood incorporates the "maximization" step and uses hill-climbing approach, reaching only to local minima can be guaranteed.
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We attempted to do this using M igrate- n to choose among migration models on the basis of their ln marginal likelihood, incorporating the known time since infestation into the model.
The models' selection was based on the Akaike Criterion AICC), the Bayesian Information Criteron (BIC) and log-likelihood, incorporating clinical knowledge.
As the old implementation of the model uses the Elston Stewart algorithm (Elston and Stewart, 1971) to compute pedigree likelihoods, incorporating additional genetic effects will result in an exponential increase in runtime.
Data (500 case/mother duos, together with 500 units of any other required data structure e.g. control/mother duos) were simulated under the relevant parameter settings and analyzed using our approach (maximization of the product of the relevant multinomial likelihoods), incorporating different (full and reduced) sets of parameters in the model as required.
For a similar problem A'Hearn (2004) recommends maximum likelihood incorporating prior knowledge of s, but such knowledge was not available to use this approach here.
The lower likelihood conformation incorporates only a single rung, matching one of the rungs in the NMR structure.
Unlike the DIVA method [ 52], this likelihood approach incorporates an explicit dispersal-extinction-cladogenesis (DEC) model of dispersal routes available at historical intervals correlating stochastic events with lineage persistence [ 49].
aThe likelihood ratio incorporates both the sensitivity and specificity of the test and provides a direct estimate of how much a test result will change the odds of having a disease.
> -wrap-foot> The likelihood ratio incorporates both the sensitivity and specificity of the test and provides a direct estimate of how much a test result will change the odds of having a certain property.
At the true internal branch length of zero, the three possible trees have equal likelihood, but incorporating longer internal branch lengths causes the integrated likelihood of the LBA tree to dramatically exceed those of the other topologies.
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