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While an infinite sample size would still guarantee an efficient estimate, there are cases where a loss of efficiency is observed for finite samples.
The maximum entropy principle states that an efficient estimate is the one that maximizes entropy (uncertainty) subject to our knowledge about the observation vectors.
In general, we showed that ANN models could play a very important role for an efficient estimate of construction project costs in their early stages.
It can be shown that X h θ ^ FGLS is an efficient estimate of σ e, h 2 which is the variance of the idiosyncratic component of household consumption.
The channel is estimated at TX using a pilot signal from RX. Channel estimation using pilot signaling is well established in theory and practice [44 49], and an "efficient estimate" as defined in [50] is obtained.
Finally, for assessment of subscale performance, one of the most important applications of Iwas to estimate the standard error of an efficient estimate of θ, an efficient estimate being one which makes best use of the information in the PANSS subscales.
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OLS estimation of (8) yields an asymptotically efficient estimate of β.
An approximation based on asymptotics is used as a first step to provide a computationally efficient estimate of the probability integral.
This work continues the development of methods for optimum spatial compensator design of adaptive structures and is based upon the use of a computationally efficient estimate of the Hankel singular values of the open-loop controllability and observability Gramians to form the design metric.
This latter method is less biased by random variation and therefore a more efficient estimate of the degree of explanation.
Samples are subsequently taken from each forest stratum to obtain a more efficient estimate of the total population.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com