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In the Kalman filter, the neural tuning model is linear and the update step can be implemented in a series of matrix equations (Table 1) [42], because linear models allow straightforward, closed-form computation of the posterior distribution of the state estimate given the observation.
The models allow straightforward estimation of expected survival to facilitate cost-effectiveness analysis.
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These features of our models allow for straightforward modelling of such data that might in practice be typically available from wild, as well as for predicting transition patterns relatively easily.
The model is deliberately oversimplified to allow straightforward conclusions on the relationships between the standard code and various random codes, and we emphasize this in the revised Discussion.
mcss-SBML models can be easily designed using existing visual editing tools such as CellDesigner (Funahashi et al., 2003), and allow straightforward interchange of models with other software tools that support SBML.
All current efforts are dedicated to allow straightforward detailed assessment of any model within PMP and making a model's utility more transparent.
JAGS, and similar software like BUGS (Thomas et al. 2006), are computing environments dedicated to Gibbs sampling and allow straightforward and flexible implementation of novel and complex models.
Moreover the models allow in a straightforward way the generic discussion, i.e. independent from the concrete physical working principle, of important transducer operational concepts such as impedance feedback or self-sensing.
The PMP offers a unique interface to visualize structural coverage of a protein combining both theoretical models and experimental structures, allowing straightforward assessment of the model quality and hence their utility.
GBLUP is expected to play a major role in forest trees compared with pedigree reconstruction or genomic selection because it allows modeling the Mendelian segregation effect, it allows straightforward modeling of experimental design factors, and it requires a fraction of the number of markers required for genomic selection.
The advantage of using this Bayesian model is the MCMC output allows straightforward estimation of the probability distribution of the difference between the correlation of traits i and j at One Tree Island and Lizard Island.
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