Dr. James McCaffrey presents a complete end-to-end demonstration of linear regression using JavaScript. Linear regression is ...

Because the linear ridge regression training algorithm presented in this article inverts a matrix, the technique doesn't scale to problems with huge amounts of training data. In such situations, it is ...

Often, regression models that appear nonlinear upon first glance are actually linear. The curve estimation procedure can be used to identify the nature of the functional relationships at play in ...

Yiyi Wang, Kara M. Kockelman, Xiaokun (Cara) Wang, The impact of weight matrices on parameter estimation and inference, Journal of Transport and Land Use, Vol. 6, No. 3 (2013), pp. 75-85 ...