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Relaxed clustering is optimized for large datasets and uses RAxML [ 70] for all likelihood calculations.
The long and the short version are also listed in Additional file 1. * For all likelihood ratio χ: p <.00001 ° See methods section for the description of the model structures.
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For a summary of all likelihood ratio tests (LRTs) performed in the analyses of these genes see Table A9.
Once the BN structure is created (showing the conditional dependent relations) and these 'local' likelihood values are provided for the NPTs, the over-all likelihood ratio for any set of evidence with respect to any hypothesis node can be obtained by running the model in BN software (e.g., AgenaRisk, Hugin).
The estimated sample sizes for all likelihoods, trees and model parameters from both analyses were determined using Tracer to ensure that the MCMC procedure was effectively sampling from the posterior distribution.
These fits were clearly better than those obtained under the null model (i.e. uniform probability distribution, eqn 3; P value <10−30 for all likelihood-ratio tests over the different models).
Indeed, best fits were obtained when the temporal distribution of weedy pollen was modelled as a function of the temporal variation of the weeds' flowering area (eqn 5) and when the quantity of weedy pollen was allowed to take different values in weakly, moderately and highly-infested quadrats (P values were <10−10 for all likelihood-ratio tests over the different models).
But for now — and, in all likelihood, for many months — Kurdistan's bid for independence is on hold.
For all its problems, the likelihood is that the peace process will stumble on.
Bottom line: second hand, hand-me-down smartphones will be increasingly cannibalizing the market for new (in all likelihood mid-range) handsets — as high end used devices offer mid market buyers an attractive alternative that also meets their budget.
While Ms. Konan, 55, enjoys having her relatives over, accommodating so many people – for what in all likelihood will be an extended period – is overwhelming.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com