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Gene duplication rates in vertebrates have been estimated in a few studies [21], [22], and the consensus estimation is about one duplication per gene per 1000 MYs.
In this paper, we focus on crowd consensus estimation of continuous labels, which is also adaptable to ordinal or binary labels.
Distributed consensus estimation in sensor networks has been studied with both fixed as well as time-varying communication topologies, taking into account issues such as link failure, packet losses and quantization or additive channel noise [8 20].
Cohen's kappa and consensus estimation were used to determine the level of stability and equivalence [ 31].
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Therefore, an accurate estimation of the dispersion (e.g. by combining the gene-specific and consensus estimates, without explicitly modeling its relationship to ) can lead to an accurate estimation of the variance while preserving the mean variance relationship.
Numerical simulations confirm that the stability depends very heavily on consensus on estimation and ultimately the amount of information available to the system as it evolves.
Genetic linkage analysis and parental consensus map estimation for MP2 used JoinMap® 3.0 software [ 76] (http://www.kyazma.nl).
The consensus TB estimation model, applied to high-burden countries by WHO with national TB programs[ 10, 11], relies on patient cohort data about treatment outcomes from two preceding years.
While there exists a rich literature on estimation consensus, detection consensus problems only recently started to receive attention.
Estimation consensus refers to problems in which each agent has an estimate of the parameter of interest, where the parameter of interest can take values over an infinite set or an unknown finite set.
Assuming a cumulative average insert size of 138 kb and an estimated T. cacao genome size of 440 Mbp, the consensus band (CB) estimation equates to an average of 1,210 bp per band.
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