Sentence examples for linear regression examples from inspiring English sources
Spline functions [ 26] (including: cubic spline, Bézier curves, quadratic B-spline) and a local regression method (LOESS) [ 26] were compared with a simple linear regression (examples are shown in Additional file 1: Figure S1A).
If not published it is recommended to state the (i) endpoint, (ii) chemical class and (iii) statistical technique (for example: Linear regression model for the toxicity of anilines (pLC50) to algae (Pseudokircheriella subcapitata)).
In univariate imputation, where only a single variable has missing data, the imputation model can be tailored to the variable being imputed, for example, a linear regression model for a continuous variable or a logistic regression model for a binary variable.
An example with a linear regression model often mentioned in the literature is used to illustrate the difficulties induced by such designs.
Consider, for example, the standard linear regression model y = X β + ε, where the vector of estimated parameters is b = X T X − 1 X T y and the fitted values are y * = X b = X X T X − 1 X T y.
For example, Wu et al. used a linear regression model to explain phenotype similarity using protein network proximity [ 15].
Generalized linear regression model can be used as a binary classifier to evaluate BCR risks for future patients, for example by mapping the potential patients to the prediction surfaces provided by the current modeling process (Fig. 3c,d).
Then we did an easy example of linear regression in R. The purpose of this lab is to let attendants understand how randomness works in R and how to use linear regression model for their own scenario.
Based on a linear regression model, it drops about 3.5% for each typo noticed.
*multivariate linear regression model.
