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

Multiple regression and regression diagnostics. Generalised linear models; the exponential family, the linear predictor, link functions, analysis of deviance, parameter estimation, deviance residuals.

Andreas Buja, Trevor Hastie, Robert Tibshirani, Linear Smoothers and Additive Models, The Annals of Statistics, Vol. 17, No. 2 (Jun., 1989), pp. 453-510. Free online reading for over 10 million ...

When thermal simulation software isn't available, or for quicker results, designers can apply linear superposition to model the thermal performance of their power systems. This article is the ...

GLMs unify other statistical models. In the early 1970s, statisticians had difficulty in analysing data where the random variation of the errors did not come from the bell-shaped normal distribution.