Sentence examples for dimensional linear model from inspiring English sources
The DSM-IV criteria for drug dependence were based on a theoretically dimensional (linear) 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.
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 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.
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.
Here we explore and develop the possibility of employing random projections to the aim of computational gain and wider applicability in the problem of statistical inference in high-dimensional linear models.
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.
Approximating the regression function with a high dimensional piecewise linear model, the non-decreasing constraint is incorporated through a prior distribution for the slopes consisting of a product mixture of point masses (accounting for flat regions) and truncated normal densities.
This paper studies group selection for high-dimensional partially linear model with the adaptive group bridge method.
