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Among these factors are significant increases in the quantity of intervening variables and concauses and in the parameters to be considered.
However, they are robust to changes in the other unknown parameters and in the parameters that are most important at high insulin concentrations.
It accounts for the error in phylogenetic estimation and uncertainty in model parameters by integrating over uncertainty in tree topology and branch lengths and in the parameters of the model via Markov Chain Monte Carlo simulation (MCMC) [ 35].
Table 2 summarizes the main differences in the design of these maps and in the parameters derived from them, showing that the map constructed in this current study is by far the largest, both in terms of markers and F2 clones used, and that it yields better estimates of map parameters.
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Also improvements in the accuracies obtained in the classification and in the parameter retrievals have been noted.
Finally, uncertainty exists in assigning responsible injections for patients with multiple procedures and in the parameter estimates in our Poisson modeling.
Statistically significant differences between survivors versus nonsurvivors were found in the parameter 'Consensus initial antimicrobial therapy with microbial cultures' 178 (79.5%) versus 128 (58.4%) P < 0.001 and in the parameter 'Administration antimicrobials within the first hour' 163 (59.9%) versus 171 (70.7%) P = 0.001.
PB models are large-scale and nonlinear in the parameters.
A probabilistic sensitivity analysis was conducted to account for uncertainty and variation in the parameters of the model.
They concluded that the nonlinearities in the polar field source parameters and in the transport parameters play important roles in the modulation of the polar field.
θ-MRF: Capturing Spatial and Semantic Structure in the Parameters for Scene Understanding, Congcong Li, Ashutosh Saxena, Tsuhan Chen.
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