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Such changes are likely to be interpreted as a real drift, although they just might be artificial coming from the fact that the sampling of values was not random but selected.
To be more precise, the sweep analysis varies a single parameter from time to time, considering a linear (logarithmic, respectively) sampling of values within the specified range in the case of molecular amounts (reaction constants, respectively).
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Still, a recent sampling of value managers found scant concern that the bargain bin had been emptied.
MCMC is a numerical technique which produces samples of values that eventually converge (after a certain "burn-in" number) to samples of values from the posterior (distribution) of each parameter.
Given two samples of values, the Mann-Whitney U-test is designed to examine whether they have equal medians.
Given two samples of values, the Kolmogorov-Smirnov (K-S) test is designed to examine whether they are from the same continuous distribution.
To secure that local minimum values were global we performed a sampling of the values of the free parameters (for example, Fig. 4k).
Considering Monte Carlo simulation, a sampling of 105 values for each random variable was adopted.
The analyses performed using Monte Carlo simulation considered a sampling of 105 values for each random variable.
Training samples consist of values of tensile strength attemperatures of 0 and 300 K, whereas testing samples consist of values oftemperature at 600 K.
The results provide reassurance that assessing practice performance using retrospective sampling is of value.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com