Sentence examples for informative selection from inspiring English sources
Properties of this new method under complex sampling designs, including informative selection, are analyzed.
Under informative selection, individuals with certain outcome values appear more often in the sample and, as a consequence, usual inference based on the actual sample without appropriate weighting might be strongly biased.
An extension of the empirical best (EB) method for estimation of general non-linear parameters in small areas that handles informative selection by incorporating the sampling weights is proposed.
The frequency of false among positive findings decreases over time (Fig. 4B, 26% for SIM-R vs. 18% for pooled data from EXP-2G, EXP-2G* and EXP-2E; p = 3e-5), althisgh this decrease is less pronounced then in the simulations with informative selection of tests and results (12% for SIM-2 vs. 18%; p = 1e-4).
However, the frequency of false among negative findings (Fig. 4C) is higher than expected from the simulations with random test choice (14% for SIM-R vs. 23%; p = 1e-10), and the simulations with informative selection of tests and results (18% for SIM-2 vs. 23%; p = 0.0009).
Motivated by biological applications, the method enables the design of crucial experiments: it determines a highly informative selection of measurement readouts and time points.
Moreover, both quantization and informative feature selection on a long-tail distribution will incur a large information loss.
A new technique for informative sentence selection has been introduced here.
The data will be informative in selection of biocatalyst for environmental engineering application.
Accumulated Motion Energy (AME) is then proposed to perform informative frame selection, which is able to remove noisy frames and reduce computational cost.
CQ generation consists of three main steps: (a) Informative sentence selection that can generate question (b) Identification of the answer-key that is the correct answer and (c) Generation of distractors which are the wrong answer set.
