Sentence examples similar to dimensional linear models from inspiring English sources

The DSM-IV criteria for drug dependence were based on a theoretically dimensional (linear) model.

[11] studied adaptive bridge estimation for high-dimensional linear models.

We consider estimation in a high-dimensional linear model with strongly correlated variables.

In this paper, we investigate an initial boundary value problem for the one-dimensional linear model of thermodiffusion with second sound in a bounded region.

This turns out to be especially suitable for variable selection purposes, since the finite-dimensional linear model based on the selected "impact points" can be seen as a particular case of the RKHS-based linear functional model.

A non parametric method based on the empirical likelihood is proposed for detecting the change in the coefficients of high-dimensional linear model where the number of model variables may increase as the sample size increases.

A compressible Newtonian Cahn Hilliard fluid mixture in conjunction with the Sanchez Lacombe equation of state is used to develop a one-dimensional linear model that describes acousto-spinodal decomposition by pressure-induced phase separation in compressible polymer solutions.

Trilinear modeling is one member of a family of modeling techniques that extends two-dimensional linear modeling to multidimensional modeling, in general known as N-way modeling.

The new filter overcomes limitations and expands the application of this kind of filter, which is proved to just fit to one special kind of systems with multi-dimensional linear state models and one-dimensional nonlinear measurement models.

The newly proposed two-dimensional linear regression models are found to be useful, unlike a simulation based on a couple of thousands of random samples, in comparing the estimators of variance.

This paper studies group selection for high-dimensional partially linear model with the adaptive group bridge method.