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The two main challenges of small area estimation are calculating the estimate with any level of precision given the small sample size at the small area level and estimation of its prediction error and there is no consensus on which small area estimation technique provides the most precise estimate with the smallest prediction error.
Published in Physical Review Letters, the study "provides the most precise estimate of the mass of the Higgs boson yet known and is the result of collaboration between two teams that operate detectors at the Large Hadron Collider at CERN, Europe's particle physics lab near Geneva, Switzerland".
The study, published in Physical Review Letters, provides the most precise estimate of the mass of the Higgs boson yet known and is the result of collaboration between two teams that operate detectors at the Large Hadron Collider at CERN, Europe's particle physics lab near Geneva, Switzerland.
Briefly, primary data are ordered from high to low precision, and meta-analyses are run in a step-wise fashion using the first (most precise) estimate, then the first two estimates, and so on until the entire sample is fully analyzed.
For the purpose to obtain the most precise estimate of the overall mean, we compute a weighted mean, where the weight assigned to each study is the inverse of that study's variance [29]: {W}_i^=frac{1}{V_{Yi}^ (1 where ( {V}_{Yi}^={V}_{Yi}+{T}^2 ), in which V Yi is the variance within-study for study i and T 2 is the variance between-studies.
This is illustrated in Web Figure 2. We then study which pair p′ × p″ yields the most precise estimate.
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The authors reported that among the design-based estimators, the most precise estimates were achieved through stratification.
A recent analysis of the bias, precision, and robustness of different estimation methods in NONMEM 7 has shown that IMP yields the least biased and most precise estimates of all of NONMEM's estimation methods.
NEW ORLEANS — The BP spill is by far the world's largest accidental release of oil into marine waters, according to the most precise estimates yet of the well's flow rate, announced by federal scientists on Monday.
NEW ORLEANS — Nearly five million barrels of oil have gushed from the BP's well since the Deepwater Horizon spill began on April 20, federal scientists said on Monday in announcing the most precise estimates yet of the well's flow rate.
This ensures the most precise estimates possible from the available data.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com