Sentence examples for regression method that is from inspiring English sources
Least absolute shrinkage and selection operator (LASSO) is a regression method that is employed to estimate the regression coefficients.
As expected, there is no single regression method that is the best across all tissues, but overall the Bagging-M5P method is the most successful one.
The general regression neural network (GRNN) proposed by Specht [40] is a nonlinear regression method that is able to process data with high mapping capability within a flexible network.
In this paper, we have proposed a novel two-round support vector regression method that is based on weighted degree kernels with shifts and mismatches, with the first round focusing on feature selection and the second round focusing on regression.
To assess the relation between CMRO2 and behavior, we used a regression method that is robust against univariate outliers in the data, as implemented using a robust linear model procedure (rlm) of the R statistical language (R Development Core Team 2009).
We use statistical inference drawn from differing regression methods that are detailed in the following section, which are shown to be appropriate given the nature of the data contained in our survey.
The prognostic value of Patient-Reported Outcomes (PRO) in predicting mortality during treatment of multiple myeloma (MM) patients was assessed using partial least square (PLS) regression, a statistical method that is well-adapted for highly correlated data.
Crown describes a regression-based decomposition method that is useful in parsing out risk factor effects in non-RCT data [ 35].
PLS regression is a calibration method that is suitable for numerous, strongly correlated x-variables [22] as presented by FT-IR spectra.
Regression is another typical statistical method that is available for both discrete and continuous head-orientation angle estimation.
Another method that is appealing for regression settings with correlated independent variables, is the so-called 'simplified integer score' method in which continuous variables are transformed into semi-continuous interval variables [ 41].
