Sentence examples similar to regression with linear constraints from inspiring English sources

Using the properties of the Bernstein polynomial basis, we now transform the constrained functional regression problem (7) into a finite-dimensional least-squares problem with linear constraints.

The latter conditions allow for defining a three-step estimation procedure for solving the resulting non-linear regression problem with linear inequality constraints.

References [12, 13] and [14] considered predictors for δ in linear regression models with stochastic or non-stochastic linear constraints on the regression coefficients.

In this paper, we describe a stable algorithm to compute the exact LTS solution for simple linear regression with constraints on the slope parameter.

The apparent increase in risk in the last part of follow-up in some subgroups is probably related to more sparse data together with the linear constraint imposed after the last knots in the spline regression curve.

Noise in the parametric CBF image was reduced using a linear ridge regression with spatial constraint [30].

Remark that in regression models using factors, a linear constraint (or contrast) must be defined for identifiability reasons.

T. Whited (1992) Interest coverage ratio Linear Regression with GMM estimator Financial constraints significantly affects the firm that do not participate in the bond market.

And by imposing a linear constraint, LASSO regression can shrink coefficients to exactly zero, a feature similar to variable selection that is not shared in ridge regression [ 56].

It is also called piecewise regression, segmented regression, broken line regression, or multiphase regression with the continuity constraint (12).

The problem of simultaneously learning network structures and their changes under two conditions is formulated as a regularized linear regression problem with sparse constraints and solved by convex optimization.