Sentence examples for boundaries of the parameter from inspiring English sources
In addition, we determine the boundaries of the parameter regions in which five solutions exist in either cylindrical or spherical pellets.
We do not change the genes with a value more than that of PM, but, we replace the genes with a value less than that of PM with a new random value within the boundaries of the parameter.
Poisson regression, however, can also present problems when the estimates are on the boundaries of the parameter space, as mentioned above.
Here, the boundaries of the parameter confidence region can exhibit arbitrarily complex shape and are usually difficult to translate into boundaries for the prediction confidence intervals.
Two practical issues that we faced using SeqEM were convergence to local maxima on the boundaries of the parameter space (p = 0 or 1, α = 0) and slow convergence.
The multi-dimensionality and high genetic correlations create several problems such as over-parameterized models, increased sampling variances and an increased probability of parameters to be outside the boundaries of the parameter space, e.g. [ 2].
For this, a family of parameters of the nanoshells (size and permittivities) is randomly generated, and the algorithm retains the maximal and minimal values (i.e. the boundaries) of the parameters for which the efficiency remains greater than a given fraction α of the optimal efficiency.
It is well known that likelihood inference in mixture models is complicated due to 1) lack of point identification, and 2) parameters (for example, mixing probabilities) whose true value may lie on the boundary of the parameter space.
The approach is based on the probability density of the LS estimators, and takes into account the boundary of the parameter space.
The first step is to find the line segment (or "line" for brevity) that runs in the direction from to the boundary of the parameter space.
