Thus, instead of selecting the system parameters as states, we consider the associated parameter gPC coefficients as state variables which reduces the problem of estimating the complete distribution of parameters down to identification of a few gPC coefficients.
Table 1 WiMedia data rates and associated parameter.
In general, RJMCMC analysis is advantageous in supplying principled estimates of both the number of surface returns and the associated parameter vectors (range, amplitude, and background level).
Specifically, Oliveri and von Davier ([2011], [2014]) have provided empirical evidence that allowing a subset of item parameters to be uniquely estimated offers one way to improve model-to-data fit and reduces problems with comparability across heterogeneous populations and associated parameter estimate bias.
Generally both network architecture and its associated parameter values determine the system's function.
The period and amplitude sensitivity distributions and their associated parameter vectors are illustrated (Figures S7 and S8).
Existing data from Colorado, Wyoming, and Wisconsin's CWD epidemics were used to define plausible short-term outcomes and associated parameter spaces.
The need for credible validated models (such as enzymatic rate laws and associated parameter values) for the individual components of a given biochemical system is apparent in developing simulations of cellular biochemical systems.
The result is that the reported mechanisms and associated parameter values are dependent on biochemical state and not easily translated to apply to different biochemical states or to simulations in which the biochemical state changes.
Typical time necessary to obtain the filter bank and the associated parameter statistics is less than 10 min. It should also be noted that templates and parameters trained on a data set from one experiment can often be used for detection of EPSCs in other similar experiments.
