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

The model equation for damped-trend linear exponential smoothing is The smoothing equations are The error-correction form of the smoothing equations is (Note: For missing values, e t =0.) The k-step ...

Duration: 12h. In this module, we will introduce generalized linear models (GLMs) through the study of binomial data. In particular, we will motivate the need for GLMs; introduce the binomial ...

Gilbert Bassett, Jr., Roger Koenker, An Empirical Quantile Function for Linear Models with |operatornameiid Errors, Journal of the American Statistical Association ...

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