Sentence examples for design regression from inspiring English sources

Depending on the system design, regression models may be used instead of classification.

This paper considers local median estimation in fixed design regression problems.

Sharp convergence rates for fixed design regression estimators for negatively associated random variables are established.

The identification procedure includes optimal experiment design, regression vector selection and model parameter estimation.

Observations (Xi,Yi) i=1,…,n from a random design regression function are given.

The proposed method includes central composite design, regression, and multi-objective optimization.

We consider the problem of mode estimation in the fixed-design regression model, the regression function having a unique non-smooth mode.

Our setting is random-design regression where we allow the response variable to be vector-valued and we consider prediction functions which are linear combinations of elements (features) in an infinite-dimensional dictionary.

Specifically, in a white noise model as well as a fixed-design regression model, we prove a Bickel Rosenblatt-type theorem for the maximal deviation of a kernel-type estimator from its mean, and give uniform estimates for the Bickel Rosenblatt-typev smootheoremclass.

It was found that genetically designed regression models based on data from before and after the failure had the most accurate results.

Figure 1 Regression discontinuity design: regressing achievement on age and grade.