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Since the estimated FDR was stable for a wide range of delta values (data not shown), meaning a larger number of significant SFP would imply a larger number of false positives although the proportion of false positive doesn't change; we elected to choose the largest number of SFPs at the given stable estimated FDR for their verification by sequence analyses.
For that reason, the discovery of a fixed and long-term stable (estimated as > 100 Mya) duplication in Drosophila, as well as the rapid and heterogeneous accumulation of amino acid changes between duplicates, constitutes a very unusual feature for this family.
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Although the shrinkage estimators are biased, they have smaller variances than do the community-specific estimators, thus providing more stable estimates of risk over time.
Authors' response : We used error to define the stability of the estimation, smaller error implies more stable estimate.
An estimation scheme is developed whereby exponentially stable estimates of the unknown parameters can be obtained with an arbitrarily large region of attraction.
The Census of Agriculture provides the most stable and accurate estimates of exposure to farming and thus provide stable estimates over time, which was the main aim of this analysis.
Using National Epidemiological Survey data, they demonstrate that ACCRA data fail to yield stable estimates of beer price elasticities.
Their study's main conclusion is that the estimated curvatures are extremely sensitive to quantization noise and multiple smoothings are required to get stable estimates.
Of the three types of predictors, those related to observable physical damage to key structural components produced the most accurate and stable estimates of aftershock collapse vulnerability.
For regression analysis, the rule of 10 cases per variable was applied in order to obtain reasonably stable estimates of the regression coefficients [45].
This is repeated a sufficient number of times to obtain stable estimates of the transition probabilities p(s'|s) (Zhou 2005, p. 51).
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com