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Motion discontinuities and not the flow estimates itself are used to find the regions that belong together.
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Consequently, larger ({epsilon _{k}}_{k=1}^{K}) yields a higher estimation error on the noise power (or equivalently the SNR); ε k can be even larger than 2σ 2 to be estimated itself.
The fixed nature of point estimates lends itself to one-way and two-way sensitivity analysis, which is helpful in identifying the effect of variation of values in selected variables.
It is also well-known that when the outcome is binary and the intervention effect is expressed as an odds ratio or a relative risk, the variance of the estimator is mathematically related to the estimate itself [ 11, 12].
The 4.5 percentage-point difference between Morgan's 54.5% estimate and and Newspoll's 50% estimate itself has a 95% confidence interval ("margin of error") of 3.4 percentage points.
The estimate itself varies widely from specification to specification.
Rarely the uncertainty of the predictive estimate itself is quantified in practice.
Obviously the error becomes larger because of fewer data, but the estimate itself remain unchanged.
Another consequence of normalizing the CSD by the ensemble-averaged PSD is that only the frequency marginal density of the (squared) estimate is bound within [0,1] but the time-resolved estimate itself not.
If the standard error of the estimate had no bias (and the estimate itself had no bias), we would expect that the 95% confidence interval would include the true value in 95% of all cases.
This result, together with Berezin's inequality, allows us to obtain a refined version of the Li Yau estimate for the counting function of the Dirichlet Laplacian which implies the Li Yau estimate itself and, at the same time, the asymptotic results obtained by the variational method.
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