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The random walk comprises the following components: Changing model parameters Changing extended alignment Shifting the boundary of an existing fast or slow region Creating a new (or deleting an old) fast or slow region The first two types of moves are described in [ 31], and the last two are described in the Methods section.
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We set the initial location and depth of the source at Shin-dake crater and at 300 m below the crater bottom (i.e., 200 m asl), respectively, in accordance with the previous result (Iguchi et al. 2007), and searched an optimal set of model parameters by changing parameter values gradually.
We assumed that the epidemic is triggered by a drug-sensitive influenza virus, and investigated the role of several key model parameters in changing the epidemic patterns and generating multiple waves of infection.
The calculations are supported by additional studies using a model system with identical parameters, changing only the topology so as to make a linear or a cross-conjugated molecule.
Therefore, a nonstationary model should be used with parameters changing along with the explanatory variables.
Ping He [4] demonstrates in his study that a Gaussian pulse propagating in soft tissues could also be modeled as a Gaussian pulse with parameters changing as the pulse propagates deep within tissue.
The algorithm was initialized by using patient's weight and adapted itself to a particular patient by updating two model parameters: a rapidly changing glucose flux correcting for errors in model-based predictions, and a slowly changing estimate of an insulin rate to maintain euglycemia.
This proves the mathematical robustness of Model 4. The only parameter changing between the two sets of experiment is θ4, which represents the concentration of siRNA oligomers needed to achieve half of the maximal degradation rate (d4).
For that purpose, in the following, we study the effects of the changing model parameters on (Re_{0}).
We further used simulation studies to investigate how a QTL influences the period and the amplitude of circadian oscillations through changing model parameters.
More encouragingly, the simulations successfully demonstrated the differences in performances of three columns without changing model parameters other than concentrations of nitrate in the influent.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com