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Therefore, the final uncertainty is representative of both the statistical uncertainty of the MBAR free energy estimate and the error due to finite sampling.
Although superficially attractive, has limited interpretability because it provides no information about how sensitive the selection could have been to finite sampling.
We seek to estimate in a way that incorporates uncertainty in model choice arising through, for example, potential variability of the selected set due to finite sampling.
In nanoscale magnetic resonance probes, for instance, finite sampling times greatly limit the achievable sensitivity and spectral resolution.
Here the uncertainty largely stems from the finite sampling spot size of the spectrometer, which in this case is estimated to be 10 μm diameter.
The errors should include both the statistical errors (due to finite sampling) and the estimated systematic errors (for example, due to the use of incomplete performance yardsticks).
Similar(20)
It is clearly motivated by equation (1), which suffices for finite sample spaces because there are only finitely many events.
At finite sample impedances the partially correlated thermal background is estimated and also subtracted.
(1971) investigated its finite sample performance.
Donayre, L., Eo, Y. & Morley, J. Improving likelihood-ratio-based confidence intervals for threshold parameters in finite samples.
"Minimax Regret Treatment Choice with Finite Samples," Journal of Econometrics 151, 70-81, 2009.
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