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For large numbers of loci, the estimation performances were hard to improve, especially when the likelihood dominated the prior distribution.
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Through this approach, we let the likelihood to dominate the prior in the posterior distribution.
In practice, informative, even pessimistic priors (i.e., overestimated infectiousness and mortality, underestimated recovery) may provide useful reference points for the adaptive policy calculations, especially in situations of acute infections for which the duration of the epidemic may be too short for incoming data to dominate the prior information.
For large sample sizes the differences between the shrunken estimates and the ones based on a vague prior diminish (see Figure 1(b)), because the data then dominates the prior.
Thus, the emergence of the zaibatsu the huge conglomerates that dominated the corporate landscape prior to the war.
In one biofilm, experiencing the highest substrate limitations, filamentous bacteria dominated the biofilm community prior to the first sloughing.
Only when there are few coalescent events per unit of time will the posterior estimate of the demographic function be dominated by the prior.
Since the data contains quite some information about the model, as can be seen by the model fits, we believe that our results are not dominated by the prior distributions.
Freshwater peatlands dominate the landscape prior to mining, but the post-mining reclamation landscape will have wetlands that span a salinity gradient.
Prior to the 1990s, the phenotypic-based drug discovery approach dominated the pharmaceutical industry.
Prior to that, he worked at Ferrari for five years during the early 2000s, when they dominated the sport with Michael Schumacher. .
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