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The estimates of the background extinction rate described above derive from the abundant and widespread species that dominate the fossil record.
Aside, owing to the strong dependence between (mu (t)) and other ETAS model parameters (Harte 2013; Marsan et al. 2013a), input of erroneous model parameters to the algorithm would result in biased estimates of the background rate.
The estimates of the background rate function (mu (t)) thus obtained for each type of synthetic catalog using the proposed models M_L_MP and M_Adapt are shown in Fig. 5.
These methods rely on screening for silent variants to obtain estimates of the background mutation prevalence, independent of selection.
Specifically, there is a need for estimates of the background occurrence of events of interest and for ways to identify potential confounders for safety monitoring or comparative effectiveness studies.
To estimate the bias b i, we must make estimates of the background sequence probability Pr[ s i ] and the foreground sequence probability Pr[ s i | m i ], the latter being the probability of the sequence given a read being sampled from its position.
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Rather than repeat the thinning procedure and the kernel estimation procedure many times to obtain an average estimate of the background intensity, the average can be estimated directly by weighting all the events with their corresponding background probabilities, i.e., (11 where i runs over all of the events in the whole process, and Z d is the Gaussian kernel function with a bandwidth d.
The amount of the argon-36 present is then determined relative to argon-38 to provide an estimate of the background atmospheric correction.
This is accomplished using local threshold estimate of the background observations.
With careful tuning of increment and decrement constants combined with a highly smoothed input, an estimate of the background noise can be obtained.
NSCS change the amino acid sequence of proteins and are therefore natural candidates to be involved in functional interactions, in contrast to combinations of NS that will provide an estimate of the background levels of genetic differences between populations.
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