Specifically, parameters for a new round of experiments are obtained by sampling from a large number of randomly generated candidate points.
Specifically, parameters identified here indicate that increased insulin requirement was due to both delayed gastric emptying and an effect of fat to decrease SI.
Specifically, parameters such as the number of nucleotides per ribosome, the average masses of nucleotides and amino acids, the fraction of ribosomal RNA in total RNA, and the fraction of active ribosomes are similar in unicellular organisms.
Specifically, parameters of the distribution were modeled as a fractional polynomial function of age and estimated by maximum likelihood, and residuals were normalized to a mean (± SD) of 100 ± 15 points to homogenize the scales and facilitate comparisons with other studies.
The prototype implementation of the adaptive framework focuses on a small sample set of parameters, specifically the parameters n ∈ R, the number of nodes, d ∈ A, the number of input files, s ∈ R the database size, and r ∈ A the estimated runtime of the job.
A specifically designed parameter transformation ensures that the grid points stay in their feasible regions during optimization.
Specifically, the parameter α and β are estimated by least trimmed squares.
More specifically, a parameter that is considered to represent the ideal beauty, namely the golden ratio (1 0.618; for reviews see [9], [10]), was modified to create a degraded aesthetic value of the same stimuli in a controlled fashion (Figure 1).
Specifically, two parameter estimation formulations are proposed with objective functions that depend on model prediction errors of metabolite concentrations and of concentration time-slopes.
A computational method GAPSM (see Methods) was therefore developed specifically for parameter estimation in relatively large-scale systems, which is more efficient to find a global best fit while constraining the parameters within physiologically plausible ranges.
