Sentence examples for by ridge regression method from inspiring English sources
(C ) A 2D nonlinearity was estimated by ridge regression method from the samples marked in (B ).
When α = 0, this problem is equivalent to ridge regression.
The FEAR method is compared with Multiple Linear Regression (MLR) methods, as forward selection and stepwise regression, and with the alternative ridge regression method.
We also discuss the performance of the proposed estimators compare to the alternative ridge regression method due to Liu (1993).
Parameters for both lasso and ridge regression methods were obtained by minimizing the mean squared error function using nested 3-fold cross-validation on the training dataset.
In order to account for potential multicolinearity, we also estimated our specifications using ridge regression methods instead of ordinary least squares.
Elastic net regularization [ 71] is a technique that conbines the L1 and L2 penalties of the lasso and ridge regression methods.
Ridge regression method can decrease the impact of multicollinearity in ordinary least squares regression, and is applied to logistic regression to find the ridge estimator.
Selection by the LASSO method and further weight penalization by Ridge regression resulted in the final, locked algorithm, comprising 20 CAD-associated genes and 3 normalization genes in 6 meta-gene terms, where each term represents a ratio of meta-genes or meta-gene to normalization genes.
Parameters for the algorithms were fitted by ridge regression, a regularized form of linear regression, using recorded neural and behavioral (joystick position and velocity) data.
