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A Thompson sampling agent first samples a random belief and then chooses the best prediction with respect to this belief.
This performance can be increased by using a timestep that samples a random variable with a high-kurtosis probability density function.
PageRank is a modification of the random walk which with a fixed probability 1−c samples a random node with uniform distribution and with a probability c, it follows the random walk transition [3].
Of 107 RV-positive samples, a random subset of 17 were typed.
Below, we describe how the rejection method defines a set of reversals and samples a random reversal from it.
The model correctly classified 79.8% of the water samples a random validation data set (n = 380); the sensitivity was 37.1% and specificity was 92.5%.
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Second, from this expanded sample a random sub-sample of the size of the original sample is drawn with replacement.
Households were selected by systematic random sampling: a random 'start point' was chosen between 1 and 4, with every fourth household sampled thereafter.
At the second level of sampling, a random selection of households was chosen.
Consider sampling a random individual from population C (n generations after admixture).
Third, our study group was a convenience sample, not a random sample.
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com