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We define a new protocol for deducing the underlying parameters of the electrochemical system, such as bulk concentrations, diffusion coefficients, the half-wave potential, and the double-layer capacitance (if it is linear), from the amplitudes and phases of the different harmonics, and the dc part of the current response.
As usual, the superscript q indicates from which iteration the underlying parameters of the HMM derive.
The expectation-maximisation algorithm for mixture models was used to identify the underlying parameters of the studied sample and to cluster the individuals into subpopulations according to their probability distributions within the overall population [ 35].
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Consequently, TPA can dynamically change the underlying parameters of a localized component's system, something that is not captured by the SLH formalism, which usually assumes static parameters.
Together, these data reveal the underlying parameters of wild type walking in Drosophila and show that proprioceptive sensory feedback is important, but not absolutely required, for coordinated locomotion.
The reduced model was used to investigate the effect of changes to the underlying parameters for the genotype interaction; viz.
Moreover, in order for the model to converge to the observed experimental behavior of the system, the underlying parameter values of the kinetic laws had to be precisely predicted.
Finally, we performed the global sensitivity analysis of the underlying parameters to find the key network wirings responsible for the stability of the oscillation system.
It was assessed whether the underlying parameter values of the model are estimable from these studies, and the precision of the parameter estimates were calculated.
If any of the underlying parameters change, so may the results and the conclusions of the analysis, resulting in limited external validity of the model and the outcomes.
If any of the underlying parameters change, so may the results and the conclusions of the analysis.
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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