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This study was designed to examine the comparative value of three discrete trial teaching data collection techniques: Continuous recording, time sample, and estimation.
Before, when using Jacobson's algorithm, it made sense to use the difference between sample and estimation since the estimation was a smoothed tracking of the RTT sample, and the RTTVAR would indicate how much variation around that smoothed value the RTT measurements experience.
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Then, comparisons of EBV between sampling and estimation methods were assessed to determine the most efficient approach to estimate breeding values given the resources available.
"Network sampling with reinforcement learning (RL-technique)" section introduces the reinforcement learning based technique for sampling and estimation.
In this paper two sampling and estimation strategies for regional forest inventory were investigated in detail and results were presented for various geographical scales.
This regression-based directed sampling and estimation method requires fewer points than co-kriging to develop reliable imagery-crop attribute relationships, and thus is potentially less expensive.
Indeed, while serving as Assistant Director of the Census after the 1990 Census, he recommended using sampling and estimation to correct for the known errors in that Census.
(If you need a non-statistician's explanation of why sampling and estimation is as accurate as an actual enumeration, consider your last blood test: did they remove and test ALL your blood?).
The solution is an elegant application of statistical sampling and estimation theories to such an important real-world problem.
It turns out that the first question can be answered by applying sampling and estimation theories from statistics and probability, and the second question can be answered by a numerical algorithm based on generalization of a mathematical theorem.
Estimation of the dominant quartet tree is susceptible to error (because of insufficient gene sampling and estimation error), and the MQSST accounts for this.
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